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Hoang TH, Nguyen KCT, Kaipatur NR, Alexiou M, La TG, Lagravère Vich MO, Major PW, Punithakumar K, Lou EH, Le LH. Ultrasonic mapping of midpalatal suture - An ex-vivo study. J Dent 2024; 145:105024. [PMID: 38670332 DOI: 10.1016/j.jdent.2024.105024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 04/05/2024] [Accepted: 04/24/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE Rapid maxillary expansion is a common orthodontic procedure to correct maxillary constriction. Assessing the midpalatal suture (MPS) expansion plays a crucial role in treatment planning to determine its effectiveness. The objectives of this preliminary investigation are to demonstrate a proof of concept that the palatal bone underlying the rugae can be clearly imaged by ultrasound (US) and the reconstructed axial view of the US image accurately maps the MPS patency. METHODS An ex-vivo US scanning was conducted on the upper jawbones of two piglet's carcasses before and after the creation of bone defects, which simulated the suture opening. The planar images were processed to enhance bone intensity distribution before being orderly stacked to fuse into a volume. Graph-cut segmentation was applied to delineate the palatal bone to generate a bone volume. The accuracy of the reconstructed bone volume and the suture opening was validated by the micro-computed tomography (µCT) data used as the ground truth and compared with cone beam computed tomography (CBCT) data as the clinical standard. Also included in the comparison is the rugae thickness. Correlation and Bland-Altman plots were used to test the agreement between the two methods: US versus µCT/CBCT. RESULTS The reconstruction of the US palatal bone volumes was accurate based on surface topography comparison with a mean error of 0.19 mm for pre-defect and 0.15 mm and 0.09 mm for post-defect models of the two samples, respectively when compared with µCT volumes. A strong correlation (R2 ≥ 0.99) in measuring MPS expansion was found between US and µCT/CBCT with MADs of less than 0.05 mm, 0.11 mm and 0.23 mm for US, µCT and CBCT, respectively. CONCLUSIONS It was possible to axially image the MPS opening and rugae thickness accurately using high-frequency ultrasound. CLINICAL SIGNIFICANCE This study introduces an ionizing radiation-free, low-cost, and portable technique to accurately image a difficult part of oral cavity anatomy. The advantages of conceivable visualization could promise a successful clinical examination of MPS to support the predictable treatment outcome of maxillary transverse deficiency.
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Affiliation(s)
- Trang H Hoang
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | | | - Maria Alexiou
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | | | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | | | - Edmond H Lou
- Department of Electrical and Computing Engineering, University of Alberta, Edmonton, AB, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada; School of Dentistry, University of Alberta, Edmonton, AB, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada; Department of Physics, University of Alberta, Edmonton, AB, Canada.
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Rossi A, Lagravère-Vich M, Heo G, Major PW, El-Bialy T. An evaluation of root resorption associated with the use of photobiomodulation during orthodontic treatment with clear aligners: a retrospective cohort pilot study. Angle Orthod 2024; 94:294-302. [PMID: 38412960 PMCID: PMC11050451 DOI: 10.2319/081823-567.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 01/01/2024] [Indexed: 02/29/2024] Open
Abstract
OBJECTIVES To evaluate the change in tooth root volume using cone-beam computed tomography (CBCT) in a group of patients treated concurrently with clear aligners and an adjunctive photobiomodulation (PBM) device. MATERIALS AND METHODS This retrospective cohort pilot study included the records of 32 consecutively treated clear aligner patients (23 female, 9 male) from the private practice of one orthodontist. The PBM group (n = 16) used the device once per day for 5 minutes per arch and was compared with a matched control group (n = 16). A semiautomated segmentation technique was used to obtain tooth volume of anterior teeth from CBCT imaging prior to (T0) and during or immediately following (T1) orthodontic treatment with clear aligners. The change in root volume between time points was assessed. RESULTS There was no statistically significant difference between the pre- and posttreatment root volumes of maxillary and mandibular anterior teeth, regardless of which intervention group the patient belonged to (P > .05). There was also no difference in the mean percentage change in root volume between clear aligner patients in this study who were treated with the PBM device compared with a matched control group (P > .05). CONCLUSIONS Clear aligner patients in this study who changed their aligners every 3 to 5 days and used adjunctive photobiomodulation therapy did not experience clinically relevant orthodontically induced external root resorption. Due to the small sample size and measurement error in the root segmentation process, the results should be interpreted with caution.
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Nobrega MTC, Almeida FT, Friesen R, Davis C, Major PW. Idiopathic condylar resorption in adolescents: A scoping review. J Oral Rehabil 2024. [PMID: 38685690 DOI: 10.1111/joor.13704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 03/18/2024] [Accepted: 04/10/2024] [Indexed: 05/02/2024]
Abstract
OBJECTIVE Idiopathic condylar resorption (ICR), also known as progressive condylar resorption, is poorly understood, particularly in adolescent patients. Therefore, this scoping review aims to summarize the available literature on the prevalence, aetiology, pathogenesis, diagnostic process, treatment and/or any outcome regarding ICR in adolescent individuals. METHODS This scoping review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and its extension for scoping reviews (PRISMA-ScR), as well as Joanna Briggs Institute studies. The search strategy was defined adopting a core search structure for each source, and the search was performed on MEDLINE, EMBASE, Cochrane Library, Web of Science, Scopus and Google Scholar. After duplicate removal, two independent reviewers screened abstracts, followed by complete articles, to achieve the definition of included studies. Data collection was performed, and the extracted data were organized in tabular form, along with a narrative summary of main findings that aligns with the objective of this review. RESULTS Six observational studies were included in this review. Three studies focused on signs and symptoms, one on prevalence and signs and symptoms, one on treatment and one on disease pathogenesis. CONCLUSION This scoping review revealed inadequate published research regarding prevalence, aetiology, early diagnosis, pathogenesis and treatment of ICR in adolescents.
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Affiliation(s)
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Reid Friesen
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Clayton Davis
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Figueredo CA, Lai H, Gibson MP, Le LH, Almeida FT, Major PW. The repeatability of periodontal imaging with intraoral ultrasound scanning. Clin Oral Investig 2024; 28:164. [PMID: 38383689 DOI: 10.1007/s00784-024-05564-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 02/16/2024] [Indexed: 02/23/2024]
Abstract
OBJECTIVE Ultrasound is a non-invasive and low-cost diagnostic tool widely used in medicine. Recent studies have demonstrated that ultrasound imaging might have the potential to be used intraorally to assess the periodontium by comparing it to current imaging methods. This study aims to characterize the repeatability of intraoral periodontal ultrasound imaging. MATERIALS AND METHODS Two hundred and twenty-three teeth were scanned from fourteen volunteers participating in this study. One operator conducted all the scans in each tooth thrice with a 20 MHz intraoral ultrasound. The repeatability of three measurements, alveolar bone crest to the cementoenamel junction (ABC-CEJ), gingival thickness (GT), and alveolar bone thickness (ABT), was calculated with intercorrelation coefficient (ICC). Measurements were also compared with mean absolute deviation (MAD), repeatability coefficient (RC), and descriptive statistics. RESULTS ICC scores for intra-rater repeatability were 0.917(0.897,0.933), 0.849(0.816,0.878), and 0.790(0.746,0.898), MAD results were 0.610 mm (± 0.508), 0.224 (± 0.200), and 0.067 (± 0.060), and RC results were 0.648, 0.327, and 0.121 for ABC-CEJ, GT, and ABT measurements, respectively. CONCLUSION Results of the present study pointed towards good or excellent repeatability of ultrasound as a measurement tool for periodontal structures. CLINICAL RELEVANCE Clinicians could benefit from the introduction of a novel chairside diagnostic tool. Ultrasound is a non-invasive imaging assessment tool for the periodontium with promising results in the literature. Further validation, establishment of scanning protocols, and commercialization are still needed before ultrasound imaging is available for clinicians.
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Affiliation(s)
- Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.
| | - Hollis Lai
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Monica P Gibson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
- School of Dentistry, Indiana University, Indianapolis, IN, United States
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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Kaur H, Khurelbaatar T, Mah J, Heo G, Major PW, Romanyk DL. In vitro biomechanics of divot use, and their placement, in orthodontic aligner therapy. Orthod Craniofac Res 2024. [PMID: 38299945 DOI: 10.1111/ocr.12760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/16/2024] [Indexed: 02/02/2024]
Abstract
INTRODUCTION To evaluate biomechanics of an aligner utilizing divots and the effect of their vertical placement on the right maxillary central incisor. METHODS An in vitro Orthodontic SIMulator (OSIM) was used to test forces and moments generated by aligners incorporating divots. The OSIM arch was scanned to generate a. STL version that was modified to create four models by placing divots on different positions of the right central maxillary incisor: GI - divots on gingival-third of lingual surface and incisal-third of labial surface; GM - divots on gingival-third of lingual surface and middle-third of labial surface; MI - divots on middle-third of lingual surface and incisal-third of labial surface; MM - divots on middle-third of lingual surface and middle-third of labial surface. Aligners (n = 30/model) were fabricated using a 0.75 mm thick polyethylene terephthalate material and Biostar® machine following the manufacturer's recommendations. A one-way MANOVA followed by one-way ANOVA (α = 0.05) was utilized to test effect of models on buccolingual force (Fy) and mesiodistal moment (Mx) at 0.20 mm of lingual displacement of the right maxillary central incisor. RESULTS Mean Mx for GI (-5.68 ± 7.38 Nmm), GM (3.75 ± 5.54 Nmm), MI (-4.27 ± 1.48 Nmm) and MM (1.96 ± 0.99 Nmm) models showed statistical differences between GI and GM, GI and MM, GM and MI and MI and MM. GI exerted the largest Fy (1.87 ± 0.75 N) followed by GM (1.10 ± 0.47 N), MI (0.70 ± 0.23 N) and MM (0.28 ± 0.08 N) with significant differences between GI and GM, GI and MI, GI and MM and GM and MM models. CONCLUSIONS Vertical divot placement on a right central incisor had a significant effect on aligner biomechanics. Buccolingual forces exerted by models GI, GM and MI were within the range suggested by literature for bodily tooth movement without major root tipping for GM and MI models.
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Affiliation(s)
- Harsimrat Kaur
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Tsolmonbaatar Khurelbaatar
- Faculty of Engineering - Mechanical Engineering Department, University of Alberta, Edmonton, Alberta, Canada
| | - James Mah
- School of Dental Medicine, University of Nevada, Las Vegas, Nevada, USA
| | - Giseon Heo
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Dan L Romanyk
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
- Faculty of Engineering - Mechanical Engineering Department, University of Alberta, Edmonton, Alberta, Canada
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Figueredo CA, Catunda RQ, Gibson MP, Major PW, Almeida FT. Use of ultrasound imaging for assessment of the periodontium: A systematic review. J Periodontal Res 2024; 59:3-17. [PMID: 37872805 DOI: 10.1111/jre.13194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/25/2023] [Accepted: 10/01/2023] [Indexed: 10/25/2023]
Abstract
The objective of this study was to systematically review the literature regarding diagnostic applications of ultrasound imaging for evaluation of the periodontium in humans. The search was conducted on Medline, EMBASE, Web of Science, Scopus, Cochrane, and PubMed up to April 3, 2023. The studies included were exclusively human studies that assessed the periodontium with ultrasound (US) imaging (b-mode). Outcomes measured included alveolar bone level, alveolar bone thickness, gingival thickness, and blood flow quantification. References were imported to Covidence. Two reviewers conducted phases 1 and 2. The JBI risk assessment tool for cross-sectional studies was used. Extracted data included the transducer and measurements used and the study's outcomes. The search yielded 4892 studies after removing duplicates. From these, 25 studies were included and selected for extraction. Included studies retrieved outcomes from US examinations of the periodontal tissues. From the selected studies, 15 used US on natural teeth, 4 used US on implants, 2 used US on edentulous ridges, and 4 used color flow/power in US to evaluate the blood flow. The results of the present systematic review suggest that US might be a feasible and valuable diagnostic tool for the periodontium, with the potential to complement shortfalls of current radiographic technologies.
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Affiliation(s)
- Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Raisa Queiroz Catunda
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Monica P Gibson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Le LH, Nguyen KCT, Nguyen PTT, La TG, Major PW, Lou EHM. Erratum to 'Estimating Crestal Thickness of Alveolar Bones on Intra-oral Ultrasonograms' [Ultrasound in Med & Biol. 49 (2023) 1345-1350]. Ultrasound Med Biol 2023:S0301-5629(23)00337-X. [PMID: 37996361 DOI: 10.1016/j.ultrasmedbio.2023.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2023]
Affiliation(s)
- Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada; Department of Physics, University of Alberta, Edmonton, Alberta, Canada; School of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | | | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edmond H M Lou
- Department of Electrical Engineering, University of Alberta, Edmonton, Alberta, Canada
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Robertson L, Owen B, Heo G, Carey JP, Major PW, Romanyk DL. The in vitro biomechanics of anterior arch expansion using fixed lingual appliances with coil springs or archwire stops. Orthod Craniofac Res 2023; 26:531-538. [PMID: 36807468 DOI: 10.1111/ocr.12640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/30/2023] [Accepted: 02/12/2023] [Indexed: 02/22/2023]
Abstract
INTRODUCTION The presented study investigates differences in the biomechanics of straight and mushroom fixed lingual appliances when implementing coil springs and stops for anterior arch expansion. MATERIALS AND METHODS An in vitro orthodontic simulator was used to measure three-dimensional forces and moments on each tooth of a simulated maxillary arch. Mushroom and straight archwire forms of 0.016″ NiTi round archwire were considered, using 0.010″ × 0.030″ NiTi open coils and 0.016″-0.018″ archwire stops (n = 44 per group). Teeth in the anterior dental arch were moved from a neutral to crowded position to replicate anterior crowding of central and lateral incisors. Forces and moments of interest for lateral incisors and first premolars were compared using repeated measures mixed multivariate analysis of variance (α = 0.05). RESULTS Three comparisons between straight versus mushroom archwires and two comparisons of coil springs vs. stops were not statistically significant. Overall, it was found that the use of a straight lingual archwire produced larger differences in forces and moments between using stops and coil springs than when using a mushroom archwire. Using stops produced larger forces and moments for both types of archwires as compared to using coil springs. The largest expansion forces were produced using straight archwires with stops, exceeding 3.0 N of force. Straight archwires with coil springs produced the lowest expansion forces on lateral incisors, just exceeding 1.5 N. CONCLUSIONS The findings of this study have elucidated significant differences in the biomechanics of transverse arch expansion using straight or mushroom fixed lingual appliances with coil springs or stops.
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Affiliation(s)
- Lindsay Robertson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Gieson Heo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jason P Carey
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Dan L Romanyk
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Alberta, Canada
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Nguyen KCT, Le LH, Kaipatur NR, Almeida FT, Lai H, Lou EHM, Major PW. Measuring the alveolar bone level in adolescents: A comparison between ultrasound and cone beam computed tomography. Int J Paediatr Dent 2023; 33:487-497. [PMID: 37386727 DOI: 10.1111/ipd.13092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 06/05/2023] [Accepted: 06/07/2023] [Indexed: 07/01/2023]
Abstract
BACKGROUND Cone beam computed tomography (CBCT) is an imaging modality, which is used routinely in orthodontic diagnosis and treatment planning but delivers much higher radiation than conventional dental radiographs. Ultrasound is a noninvasive imaging method that creates an image without ionizing radiation. AIM To investigate the reliability of ultrasound and the agreement between ultrasound and CBCT in measuring the alveolar bone level (ABL) on the buccal/labial side of the incisors in adolescent orthodontic patients. DESIGN One hundred and eighteen incisors from 30 orthodontic adolescent patients were scanned by CBCT with 0.3-mm voxel size and ultrasound at 20 MHz frequency. The ABL, distance from the cementoenamel junction (CEJ) to the alveolar bone crest (ABC), was measured twice to evaluate the agreement between ultrasound and CBCT. In addition, the intra- and inter-rater reliabilities in measuring the ABL by four raters were compared. RESULTS The mean difference (MD) in the ABL between ultrasound and CBCT was -0.07 mm with 95% limit of agreement (LoA) from -0.47 to 0.32 mm for all teeth. For each jaw, the MDs between the ultrasound and CBCT were -0.18 mm (for mandible with 95% LoA from -0.53 to 0.18 mm) and 0.03 mm (for maxilla with 95% LoA from -0.28 to 0.35 mm). In comparison, ultrasound had higher intra-rater (ICC = 0.83-0.90) and inter-rater reliabilities (ICC = 0.97) in ABL measurement than CBCT (ICC = 0.56-0.78 for intra-rater and ICC = 0.69 for inter-rater reliabilities). CONCLUSION CBCT parameters used in orthodontic diagnosis and treatment planning in adolescents may not be a reliable tool to assess the ABL for the mandibular incisors. On the contrary, ultrasound imaging, an ionizing radiation-free, inexpensive, and portable diagnostic tool, has potential to be a reliable diagnostic tool in assessing the ABL in adolescent patients.
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Affiliation(s)
- Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Fabiana T Almeida
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Hollis Lai
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edmond H M Lou
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Le LH, Nguyen KCT, Nguyen PTT, La TG, Major PW, Lou EHM. Corrigendum to 'Estimating Crestal Thickness of Alveolar Bones on Intra-oral Ultrasonograms' [Ultrasound in Med & Biol. 49 (2023) 1345-1350]. Ultrasound Med Biol 2023:S0301-5629(23)00141-2. [PMID: 37156675 DOI: 10.1016/j.ultrasmedbio.2023.04.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Affiliation(s)
- Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada; Department of Physics, University of Alberta, Edmonton, Alberta, Canada; School of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | | | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edmond H M Lou
- Department of Electrical Engineering, University of Alberta, Edmonton, Alberta, Canada
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Le LH, Nguyen KCT, Nguyen PTT, La TG, Major PW, Lou EHM. Estimating Crestal Thickness of Alveolar Bones on Intra-oral Ultrasonograms. Ultrasound Med Biol 2023; 49:1345-1350. [PMID: 36813583 DOI: 10.1016/j.ultrasmedbio.2023.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 01/13/2023] [Accepted: 01/14/2023] [Indexed: 05/10/2023]
Abstract
OBJECTIVE Alveolar crestal bone thickness and level provide important diagnostic and prognostic information for orthodontic treatment, periodontal disease management and dental implants. Ionizing radiation-free ultrasound has emerged as a promising clinical tool in imaging oral tissues. However, the ultrasound image is distorted when the wave speed of the tissue of interest is different from the mapping speed of the scanner and, therefore, the subsequent dimension measurements are not accurate. This study was aimed at deriving a correction factor that can be applied to the measurements to correct for discrepancy caused by speed variation. METHODS The factor is a function of the speed ratio and the acute angle that the segment of interest makes with the beam axis perpendicular to the transducer. The phantom and cadaver experiments were designed to validate the method. DISCUSSION The comparisons agree well with absolute errors not more than 4.9%. Dimension measurements on ultrasonographs can be properly corrected by applying the correction factor without recourse to the raw signals. CONCLUSION The correction factor has reduced the measurement discrepancy on the acquired ultrasonographs for the tissue whose speed is different from the scanner's mapping speed.
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Affiliation(s)
- Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada; Department of Physics, University of Alberta, Edmonton, Alberta, Canada; School of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | | | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edmond H M Lou
- Department of Electrical Engineering, University of Alberta, Edmonton, Alberta, Canada
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Kaur H, Khurelbaatar T, Mah J, Heo G, Major PW, Romanyk DL. Investigating the role of aligner material and tooth position on orthodontic aligner biomechanics. J Biomed Mater Res B Appl Biomater 2023; 111:194-202. [PMID: 36318602 DOI: 10.1002/jbm.b.35145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 07/18/2022] [Accepted: 07/25/2022] [Indexed: 11/11/2022]
Abstract
The primary objective of this work was to investigate the effect of material selection and tooth position on orthodontic aligner biomechanics. Additionally, material property changes with thermoforming were studied to elucidate its role in material performance in-vitro. An orthodontic simulator (OSIM) was used to evaluate forces and moments at 0.20 mm of lingual displacement for central incisor, canine and second premolar using Polyethylene terephthalate (PET), Polyurethane (PU) and Glycol-modified polyethylene terephthalate (PET-G) materials. The OSIM was scanned to generate a model used to fabricate aligners using manufacturer-specified thermoforming procedures. Repeated measures of MANOVA was used to analyze the effect of teeth and material on forces/moments. The role of thermoforming was evaluated by flexural modulus estimated by 3-point bend tests. Pre-thermoformed and post-thermoformed samples were prepared using as-received sheets and those thermoformed over a simplified arch using rectangular geometry, respectively. Groups were compared using Two-way ANOVA. The PET, PU, and PET-G materials exerted maximum buccal force and corresponding moments on the canine. PU exerted more buccal force than PET-G on the canine and second premolar, and more than PET on the second premolar. The impact of thermoforming varied according to the specific polymer: PET-G remained stable, there was a slight change for PET, and a significant increase was noted for PU from pre-thermoformed to post-thermoforming. The results of this study elucidate the influence of material and arch position on the exerted forces and moments. Further, the mechanical properties of thermoplastic materials should be evaluated after thermoforming to characterize their properties for clinical application.
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Affiliation(s)
- Harsimrat Kaur
- Department of Dentistry, University of Alberta, Edmonton, Alberta, USA
| | | | - James Mah
- School of Dental Medicine, University of Nevada, Las Vegas, Nevada, USA
| | - Giseon Heo
- Department of Dentistry, University of Alberta, Edmonton, Alberta, USA.,Department of Dentistry and Dental Hygiene, University of Alberta, Edmonton, Alberta, USA
| | - Paul W Major
- Department of Dentistry, University of Alberta, Edmonton, Alberta, USA.,Department of Dentistry & Dental Hygiene, Division of Orthodontics, University of Alberta, Edmonton, Alberta, USA
| | - Dan L Romanyk
- Department of Dentistry, University of Alberta, Edmonton, Alberta, USA.,Department of Mechanical Engineering, University of Alberta, Edmonton, Alberta, USA.,Department of Mechanical Engineering and School of Dentistry, University of Alberta, Edmonton, Alberta, USA
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13
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Li M, Punithakumar K, Major PW, Le LH, Nguyen KCT, Pacheco-Pereira C, Kaipatur NR, Nebbe B, Jaremko JL, Almeida FT. Temporomandibular joint segmentation in MRI images using deep learning. J Dent 2022; 127:104345. [PMID: 36368120 DOI: 10.1016/j.jdent.2022.104345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 09/29/2022] [Accepted: 10/19/2022] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES Temporomandibular joint (TMJ) internal derangements (ID) represent the most prevalent temporomandibular joint disorder (TMD) in the population and its diagnosis typically relies on magnetic resonance imaging (MRI). TMJ articular discs in MRIs usually suffer from low resolution and contrast, and it is difficult to identify them. In this study, we applied two convolutional neural networks (CNN) to delineate mandibular condyle, articular eminence, and TMJ disc in MRI images. METHODS The models were trained on MRI images from 100 patients and validated on images from 40 patients using 2D slices and 3D volume as input, respectively. Data augmentation and five-fold cross-validation scheme were applied to further regularize the models. The accuracy of the models was then compared with four raters having different expertise in reading TMJ-MRI images to evaluate the performance of the models. RESULTS Both models performed well in segmenting the three anatomical structures. A Dice coefficient of about 0.7 for the articular disc, more than 0.9 for the mandibular condyle, and Hausdorff distance of about 2mm for the articular eminence were achieved in both models. The models reached near-expert performance for the segmentation of TMJ articular disc and performed close to the expert in the segmentation of mandibular condyle and articular eminence. They also surpassed non-experts in segmenting the three anatomical structures. CONCLUSION This study demonstrated that CNN-based segmentation models can be a reliable tool to assist clinicians identifying key anatomy on TMJ-MRIs. The approach also paves the way for automatic diagnosis of TMD. CLINICAL SIGNIFICANCE Accurately locating the articular disc is the hardest and most crucial step in the interpretation of TMJ-MRIs and consequently in the diagnosis of TMJ-ID. Automated software that assists in locating the articular disc and its surrounding structures would improve the reliability of TMJ-MRI interpretation, save time and assist in reader training. It will also serve as a foundation for additional automated analysis of pathology in TMJ structures to aid in TMD diagnosis.
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Affiliation(s)
- Mengxun Li
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada; Department of Prosthodontics, School of Stomatology, Wuhan University, China.
| | - Kumaradevan Punithakumar
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Canada.
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada.
| | - Lawrence H Le
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada; Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Canada.
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Canada; Department of Biomedical Engineering, University of Alberta, Canada.
| | | | - Neelambar R Kaipatur
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada.
| | - Brian Nebbe
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada.
| | - Jacob L Jaremko
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Canada.
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada.
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Houg KP, Camarillo AM, Doschak MR, Major PW, Popowics T, Dennison CR, Romanyk DL. Strain Measurement within an Intact Swine Periodontal Ligament. J Dent Res 2022; 101:1474-1480. [PMID: 35689395 PMCID: PMC9605999 DOI: 10.1177/00220345221100234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The periodontal ligament (PDL) provides support, proprioception, nutrition, and protection within the tooth–PDL–bone complex (TPBC). While understanding the mechanical behavior of the PDL is critical, current research has inferred PDL mechanics from finite element models, from experimental measures on complete TPBCs, or through direct measurement of isolated PDL sections. Here, transducers are used in an attempt to quantify ex vivo PDL strain. In-fiber Bragg grating (FBG) sensors are small flexible sensors that can be placed within an intact TPBC and yield repeatable strain measurements from within the PDL space. The objective of this study was to determine: 1) if the FBG strain measured from the PDL space of intact swine premolars ex vivo was equivalent to physical PDL strains estimated through finite element analysis and 2) if a change in FBG strain could be linearly related to a change in finite element strain under variable tooth displacement, applied to an intact swine TPBC. Experimentally, individual TPBCs were subjected to 2 displacements (n = 14). The location of the FBG was determined from representative micro–computed tomography images. From a linear elastic finite element model of a TPBC, the strain magnitudes at the sensor locations were recorded. An experimental ratio (i.e., FBG strain at the first displacement divided by the FBG strain at the second displacement) and a finite element ratio (i.e., finite element strain at the first displacement divided by the finite element strain at the second displacement) were calculated. A linear regression model indicated a statistically significant relationship between the experimental and finite element ratio (P = 0.017) with a correlation coefficient (R2) of 0.448. It was concluded that the FBG sensor could be used as a measure for a change in strain and thus could be implemented in applications where the mechanical properties of an intact PDL are monitored over time.
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Affiliation(s)
- K P Houg
- Department of Mechanical Engineering, University of Alberta, Edmonton, AB, Canada
| | - A M Camarillo
- Department of Mechanical Engineering, University of Alberta, Edmonton, AB, Canada
| | - M R Doschak
- Faculty of Pharmacy & Pharmaceutical Sciences, University of Alberta, Edmonton, AB, Canada
| | - P W Major
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | - T Popowics
- Department of Oral Health Science, University of Washington, Seattle, WA, USA
| | - C R Dennison
- Department of Mechanical Engineering, University of Alberta, Edmonton, AB, Canada
| | - D L Romanyk
- Department of Mechanical Engineering, University of Alberta, Edmonton, AB, Canada.,School of Dentistry, University of Alberta, Edmonton, AB, Canada
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Fernandes Fagundes NC, Carlyle T, Dalci O, Darendeliler MA, Kornerup I, Major PW, Montpetit A, Pliska BT, Quo S, Heo G, Flores Mir C. Use of facial stereophotogrammetry as a screening tool for pediatric obstructive sleep apnea by dental specialists. J Clin Sleep Med 2022; 18:57-66. [PMID: 34170240 PMCID: PMC8807899 DOI: 10.5664/jcsm.9490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
STUDY OBJECTIVES To evaluate facial 3-dimensional (3D) stereophotogrammetry's effectiveness as a screening tool for pediatric obstructive sleep apnea (OSA) when used by dental specialists. METHODS One hundred forty-four participants aged 2-17 years, including children fully diagnosed with pediatric OSA through nocturnal polysomnography or at high-risk or low-risk of pediatric OSA, participated in this study. 3D stereophotogrammetry, Craniofacial Index, and Pediatric Sleep Questionnaire were obtained from all participants. Ten dental specialists with interest in pediatric sleep breathing disorders classified OSA severity twice, once based only on 3D stereophotogrammetry and then based on 3D stereophotogrammetry, Craniofacial Index, and Pediatric Sleep Questionnaire. Intrarater and interrater reliability and diagnostic accuracy of pediatric OSA classification were calculated. A cluster analysis was performed to identify potential homogeneous pediatric OSA groups based on their craniofacial features classified through the Craniofacial Index . RESULTS Intrarater and interrater agreement suggested a poor reproducibility when only 3D facial stereophotogrammetry was used and when all tools were assessed simultaneously. Sensitivity and specificity varied among clinicians, indicating a low screening ability for both 3D facial stereophotogrammetry, ranging from 0.36-0.90 and 0.10-0.70 and all tools ranging from 0.53-1.0 and 0.01-0.49, respectively. A high arched palate and reversed or increased overjet contributed to explaining how participating dental clinicians classified pediatric OSA. CONCLUSIONS 3D stereophotogrammetry-based facial analysis does not seem predictive for pediatric OSA screening, alone or combined with the Pediatric Sleep Questionnaire and Craniofacial Index when used by dental specialists interested in sleep-disordered breathing. Some craniofacial traits, more specifically significant sagittal overjet discrepancies and an arched palate, seem to influence participating dental specialists' classification. CITATION Fernandes Fagundes NC, Carlyle T, Dalci O, et al. Use of facial stereophotogrammetry as a screening tool for pediatric obstructive sleep apnea by dental specialists. J Clin Sleep Med. 2022;18(1):57-66.
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Affiliation(s)
| | - Terry Carlyle
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Oyku Dalci
- Department of Orthodontics, Faculty of Dentistry, University of Sydney, Sydney Dental Hospital, Sydney South West Area Health Service, Sydney, New South Wales, Australia
| | - M. Ali Darendeliler
- Department of Orthodontics, Faculty of Dentistry, University of Sydney, Sydney Dental Hospital, Sydney South West Area Health Service, Sydney, New South Wales, Australia
| | - Ida Kornerup
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W. Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Andrée Montpetit
- Department of Oral Health–Orthodontics Section, Faculty of Dental Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Benjamin T. Pliska
- Department of Oral Health Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stacey Quo
- Division of Orthodontics, School of Dentistry, University of California San Francisco, San Francisco, California
| | - Giseon Heo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Carlos Flores Mir
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada,Address correspondence to: Carlos Flores Mir, DDS, DSc, 5-528 Edmonton Clinic Health Academy, 11405 - 87 Ave NW, Edmonton, AB, T6G Canada; Tel: (780) 492-7409; Fax: (780) 492-7536;
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Light N, Chaushu S, Major PW, Flores-Mir C. 3D Analysis of maxillary incisor root inclinations in cases of unilateral maxillary canine impaction. Eur J Orthod 2021; 44:396-403. [PMID: 34595524 DOI: 10.1093/ejo/cjab071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To evaluate the association between maxillary incisor root inclinations and unilateral canine impaction. METHODS A retrospective cross-sectional study of 59 pre-treatment CBCT scans (23 palatal impactions, 10 buccal impactions, and 26 comparison patients). Using Dolphin 3-D Imaging software (Chatsworth, CA), relative incisor angulations to a 3D palatal plane and the shortest distance between the canine crown and the root of the closest lateral incisor were calculated. A one-way analysis of variance was used to determine whether there were any differences between the three independent groups of impactions concerning the four continuous dependent variables incisor root inclination for each maxillary incisor. RESULTS Patients with unilaterally impacted maxillary canines demonstrate significant differences in the root inclination position on the ipsilateral (0.0001 > P = 0.002) but not contralateral side. While palatal impactions (PIC) are associated with buccally positioned roots of the ipsilateral lateral (-9.05 degrees) and central incisors (-7.91 degrees), buccal impactions (BIC) are only associated with palatally positioned roots of the ipsilateral lateral incisors (+10.40 degrees) alone. A more labial position of the lateral incisor root was correlated with a more proximally located, coronally positioned, and medially displaced adjacent PIC (0.013 > P < 0.026). LIMITATIONS This is a retrospective cross-sectional convenience sample. CONCLUSIONS Patients with impacted maxillary canines, whether PIC or BIC, do not show generalized retroclination or proclination of all four maxillary incisor roots. Instead, changes in incisor root inclination were only ipsilateral to the impacted canine. BIC is only associated with palatal displacement of the ipsilateral lateral incisor root, whereas PIC is associated with labial root displacement of both ipsilateral incisors.
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Affiliation(s)
- Nathan Light
- Private Practice, M Dental Care Pc, 337 Lenox Ave, NY 10027, USA
| | - Stella Chaushu
- Department of Orthodontics, Hadassah Medical Center, Faculty of Dental Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, 5-524 Edmonton Clinic Health Academy, 11405 - 87 Ave NW, Edmonton, AB, T6G 1C9, Canada
| | - Carlos Flores-Mir
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, 5-524 Edmonton Clinic Health Academy, 11405 - 87 Ave NW, Edmonton, AB, T6G 1C9, Canada
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17
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Chifor R, Li M, Nguyen KCT, Arsenescu T, Chifor I, Badea AF, Badea ME, Hotoleanu M, Major PW, Le LH. Three-dimensional periodontal investigations using a prototype handheld ultrasound scanner with spatial positioning reading sensor. Med Ultrason 2021; 23:297-304. [PMID: 33657191 DOI: 10.11152/mu-2837] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
AIM To demonstrate the feasibility of the 3D ultrasound periodontal tissue reconstruction of the lateral area of a porcine mandible using standard 2D ultrasound equipment and spatial positioning reading sensors. MATERIAL AND METHOD Periodontal 3D reconstructions were performed using a free-hand prototype based on a 2D US scanner and a spatial positioning reading sensor. For automated data processing, deep learning algorithms were implemented and trained using semi-automatically seg-mented images by highly specialized imaging professionals. RESULTS US probe movement analysis showed that non-parallel 2D frames were acquired during the scanning procedure. Comparing 3 different 3D periodontal reconstructions of the same porcine mandible, the accuracy ranged between 0.179 mm and 0.235 mm. CONCLUSION The present study demonstrated the diagnostic potential of 3D reconstruction using a free-hand 2D US scanner with spatial positioning readings. The use of auto-mated data processing with deep learning algorithms makes the process practical in the clinical environment for assessment of periodontal soft tissues.
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Affiliation(s)
- Radu Chifor
- Department of Preventive Dentistry, University of Medicine and Pharmacy Iuliu Hatieganu, Cluj-Napoca, Romania Chifor Research SRL, Cluj-Napoca, Romania.
| | - Mengxun Li
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada Department of Implantology, School and Hospital of Stomatology, Wuhan University, Wuhan, China.
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada.
| | | | - Ioana Chifor
- Department of Preventive Dentistry, University of Medicine and Pharmacy Iuliu Hatieganu, Cluj-Napoca, Romania Chifor Research SRL, Cluj-Napoca, Romania.
| | - Alexandru Florin Badea
- Anatomy and Embryology, Faculty of General Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania.
| | - Mindra Eugenia Badea
- Department of Preventive Dentistry, Faculty of Dental Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania.
| | - Mircea Hotoleanu
- Romanian Institute of Science and Technology, Cluj-Napoca, Romania.
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, AB, Canada.
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada School of Dentistry, University of Alberta, Edmonton, AB, Canada.
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18
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Nguyen KCT, Le BM, Li M, Almeida FT, Major PW, Kaipatur NR, Lou EHM, Punithakumar K, Le LH. Localization of cementoenamel junction in intraoral ultrasonographs with machine learning. J Dent 2021; 112:103752. [PMID: 34314726 DOI: 10.1016/j.jdent.2021.103752] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/21/2021] [Accepted: 07/20/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE Our goal was to automatically identify the cementoenamel junction (CEJ) location in ultrasound images using deep convolution neural networks (CNNs). METHODS Three CNNs were evaluated using 1400 images and data augmentation. The training and validation were performed by an experienced nonclinical rater with 1000 and 200 images, respectively. Four clinical raters with different levels of experience with ultrasound tested the networks using the other 200 images. In addition to the comparison of the best approach with each rater, we also employed the simultaneous truth and performance level estimation (STAPLE) algorithm to estimate a ground truth based on all labelings by four clinical raters. The final CEJ location estimate was obtained by taking the first moment of the posterior probability computed using the STAPLE algorithm. The study also computed the machine learning-measured CEJ-alveolar bone crest distance. RESULTS Quantitative evaluations of the 200 images showed that the comparison of the best approach with the STAPLE-estimate yielded a mean difference (MD) of 0.26 mm, which is close to the comparison with the most experienced nonclinical rater (MD=0.25 mm) but far better than the comparison with clinical raters (MD=0.27-0.33 mm). The machine learning-measured CEJ-alveolar bone crest distances correlated strongly (R = 0.933, p < 0.001) with the manual clinical labeling and the measurements were in good agreement with the 95% Bland-Altman's lines of agreement between -0.68 and 0.57 mm. CONCLUSIONS The study demonstrated the feasible use of machine learning methodology to localize CEJ in ultrasound images with clinically acceptable accuracy and reliability. Likelihood-weighted ground truth by combining multiple labels by the clinical experts compared favorably with the predictions by the best deep CNN approach. CLINICAL SIGNIFICANCE Identification of CEJ and its distance from the alveolar bone crest play an important role in the evaluation of periodontal status. Machine learning algorithms can learn from complex features in ultrasound images and have potential to provide a reliable and accurate identification in subsecond. This will greatly assist dental practitioners to provide better point-of-care to patients and enhance the throughput of dental care.
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Affiliation(s)
- Kim-Cuong T Nguyen
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Canada
| | - Binh M Le
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Computer Sciences, University of Science, Ho Chi Minh City, Vietnam
| | - Mengxun Li
- Department of Implantology, School and Hospital of Stomatology, Wuhan University, Wuhan, China
| | | | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Canada
| | | | - Edmond H M Lou
- Department of Biomedical Engineering, University of Alberta, Edmonton, Canada; Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada
| | | | - Lawrence H Le
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Canada; School of Dentistry, University of Alberta, Edmonton, Canada.
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Houg KP, Armijo L, Doschak MR, Major PW, Popowics T, Dennison CR, Romanyk DL. Experimental repeatability, sensitivity, and reproducibility of force and strain measurements from within the periodontal ligament space during ex vivo swine tooth loading. J Mech Behav Biomed Mater 2021; 120:104562. [PMID: 33971497 DOI: 10.1016/j.jmbbm.2021.104562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 04/19/2021] [Accepted: 04/21/2021] [Indexed: 10/21/2022]
Abstract
The Periodontal Ligament (PDL) is a complex connective tissue that anchors a tooth to the surrounding alveolar bone. The small size and complex geometry of the PDL space within an intact tooth-PDL-bone complex (TPBC) limits strain measurements. An in-fiber Bragg grating (FBG) sensor offers potential for such measurements due to its small size. This work defines an experimental procedure where strain and force were measured during quasi-static, apically directed, displacement-controlled tests on swine premolar crowns. Specifically, the: inter-TPBC, intra-TPBC, and long-term repeatability after a preconditioned state was objectively identified; sensitivity to preload magnitude, TPBC alignment, and sensor depth; and reproducibility within a TPBC was determined. Data clustering was used to determine the appropriate number of preconditioning trials, ranging from one to seven. Strain and force measurements showed intra-TPBC repeatability with average adjusted root mean square from the median of 28.9% of the peak strain and 4.5% of the peak force measurement. A Mann-Whitney U test generally found statistically significant differences in peak strain and force measurements between the left and right sides, suggesting a lack of inter-TPBC repeatability. Using a Friedman test, it was shown that peak strain measures were sensitive to the TPBC alignment and sensor depth, while peak force measures were sensitive to the preload and TPBC alignment. A Friedman test suggested reproducible strain and force measurements when the FBG was replaced within the same TPBC and the preload, alignment, and sensor depth were controlled.
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Affiliation(s)
- Kathryn P Houg
- Department of Mechanical Engineering, University of Alberta, 4-17 Mechanical Engineering Building, North Campus, Edmonton, T6G 2G8, AB, Canada.
| | - Leigh Armijo
- Department of Orthodontics, University of Washington School of Dentistry, 1959 NE Pacific St B307, Seattle, 98195, WA, USA.
| | - Michael R Doschak
- Faculty of Pharmacy & Pharmaceutical Sciences, University of Alberta, 2-020J Katz Centre for Pharmacy & Health Research, 11361 - 87 Avenue NW, Edmonton, T6G 2E1, AB, Canada.
| | - Paul W Major
- School of Dentistry, University of Alberta, 5-478 Edmonton Clinic Health Academy, 1405 - 87 Avenue NW, T6G 1C0, Edmonton, AB, Canada.
| | - Tracy Popowics
- Dept. of Oral Health Sciences, University of Washington School of Dentistry, Box 357475, Seattle, WA, 98195, USA.
| | - Christopher R Dennison
- Department of Mechanical Engineering, University of Alberta, 10-372 Donadeo Innovation Centre for Engineering, 9211 - 116 Street NW, Edmonton, AB, T6G 2H5, Canada.
| | - Dan L Romanyk
- Department of Mechanical Engineering and School of Dentistry, University of Alberta, 10-354 Donadeo Innovation Centre for Engineering, 9211 - 116 Street NW, Edmonton, AB, T6G 2H5, Canada.
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20
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Saltaji H, Armijo-Olivo S, Cummings GG, Amin M, Major PW, da Costa BR, Flores-Mir C. Influence of Sponsorship Bias on Treatment Effect Size Estimates in Randomized Trials of Oral Health Interventions: A Meta-epidemiological Study. J Evid Based Dent Pract 2021; 21:101544. [PMID: 34391563 DOI: 10.1016/j.jebdp.2021.101544] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 01/12/2021] [Accepted: 02/01/2021] [Indexed: 01/23/2023]
Abstract
BACKGROUND In this meta-epidemiological study, we aimed to examine associations between treatment effect size estimates and sponsorship bias in oral health randomized clinical trials. METHODS We selected oral health related meta-analyses that included a minimum of five randomized controlled trials. We extracted data, in duplicate, related to influence of sponsorship bias. We quantified the extent of bias associated with influence of sponsorship on the magnitude of effect size estimates of continuous variables using a two-level meta-meta-analytic approach with random-effects models to allow for intra- and inter-meta-analysis heterogeneity. RESULTS We initially identified 540 randomized trials included in 64 meta-analyses. Risk of sponsorship bias was judged as being "unclear" in 72.8% (n = 393) of the trials, while it was assessed as "low" in 16.7% (n = 90) and as "high" in 10.6% (n = 57) of the trials. Using a meta-epidemiological analysis (37 meta-analyses, including 328 trials that analyzed 85,934 patients), we identified statistically significant larger treatment effect size estimates in trials that had "high or unclear" risk of sponsorship bias (difference in treatment effect size estimates=0.10; 95% confidence intervals: 0.02 to 0.19) than in trials that had "low" risk of sponsorship bias. CONCLUSIONS We identified significant differences in treatment effect size estimates between dental trials based on sponsorship bias. Treatment effect size estimates were 0.10 larger in trials with "high or unclear" risk of sponsorship bias. PRACTICAL IMPLICATIONS Clinicians should have an adequate knowledge of sponsorship bias in a clinical trial and be able to estimate the degree to which the conclusions of a systematic review are synthesized and interpreted, based on trials with low risk of sponsorship bias.
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Affiliation(s)
- Humam Saltaji
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
| | - Susan Armijo-Olivo
- Faculty of Business and Social Sciences, University of Applied Sciences, Osnabrück, Germany; Faculty of Rehabilitation Medicine, Department of Physical Therapy, Rehabilitation Research Center, Edmonton, Alberta, Canada
| | - Greta G Cummings
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Maryam Amin
- Division of Pediatric Dentistry, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Bruno R da Costa
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, St Michael's Hospital, Institute of Health Policy, Management and Evaluation University of Toronto, Canada; Institute of Primary Health Care (BIHAM), University of Bern, Germany
| | - Carlos Flores-Mir
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Yi J, Nguyen KCT, Wang W, Yang W, Pan M, Lou E, Major PW, Le LH, Zeng H. Mussel-Inspired Adhesive Double-Network Hydrogel for Intraoral Ultrasound Imaging. ACS Appl Bio Mater 2020; 3:8943-8952. [PMID: 35019570 DOI: 10.1021/acsabm.0c01211] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Periodontal diseases could be diagnosed through intraoral ultrasound imaging with the advantages of simple operation procedures, low cost, and low safety risks. A couplant is normally placed between transducers and tissues for better ultrasound image quality. If applied intraorally, the couplants should possess good stability in water and robust mechanical properties, as well as strong adhesiveness to transducers and tissues. However, commercial couplants, such as Aquaflex (AF) cannot fulfill these requirements. In this work, inspired by the mussel adhesion mechanism, we reported a poly(vinyl alcohol)-polyacrylamide-polydopamine (PVA-PAM-PDA) hydrogel synthesized by incorporating PDA into the PAM-PVA double-network for intraoral ultrasound imaging. The hydrogel maintains good stability in water as well as exceptional mechanical properties and can adhere to different substrates (i.e., metal, glass, and porcine skin) without losing the original adhesion strength after multiple adhesion-strip cycles. Besides, when applied to porcine mandibular incisor imaging, the PVA-PAM-PDA hydrogel possesses good image quality for diagnosis as AF does. This work provides practical insights into the fabrication of multifunctional hydrogel-based interfaces between human tissues and medical devices for disease diagnosis applications.
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Affiliation(s)
- Jiaqiang Yi
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta T6G 2R7, Canada.,Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta T6G 2V2, Canada
| | - Wenda Wang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Wenshuai Yang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Mingfei Pan
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Edmond Lou
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta T6G 1C9, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta T6G 2R7, Canada.,Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta T6G 2V2, Canada.,School of Dentistry, University of Alberta, Edmonton, Alberta T6G 1C9, Canada
| | - Hongbo Zeng
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
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Yi J, Nguyen KCT, Wang W, Yang W, Pan M, Lou E, Major PW, Le LH, Zeng H. Polyacrylamide/Alginate double-network tough hydrogels for intraoral ultrasound imaging. J Colloid Interface Sci 2020; 578:598-607. [DOI: 10.1016/j.jcis.2020.06.015] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 05/24/2020] [Accepted: 06/03/2020] [Indexed: 12/20/2022]
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Nam HJ, Gianoni-Capenakas S, Major PW, Heo G, Lagravère MO. Comparison of Skeletal and Dental Changes Obtained from a Tooth-Borne Maxillary Expansion Appliance Compared to the Damon System Assessed through a Digital Volumetric Imaging: A Randomized Clinical Trial. J Clin Med 2020; 9:jcm9103167. [PMID: 33007851 PMCID: PMC7601060 DOI: 10.3390/jcm9103167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 09/19/2020] [Accepted: 09/28/2020] [Indexed: 11/26/2022] Open
Abstract
The purpose of this study was to evaluate and compare dental and skeletal changes associated with the Damon and Rapid Maxillary Expander (RME) expansion using Cone-Beam Computed Tomography (CBCT). Eighty-two patients, from The University of Alberta Orthodontic Clinic, were randomly allocated to either Group A or B. Patients in Group A received orthodontic treatment using the Damon brackets. Patients in Group B received treatment using the Hyrax (a type of RME) appliance. CBCT images were taken two times (baseline and after expansion). The AVIZO software was used to locate 18 landmarks (dental and skeletal) on sagittal, axial, and coronal slices of CBCT images. Comparison between two groups showed that transverse movement of maxillary first molars and premolars was much greater in the Hyrax group. The lateral movements of posterior teeth were associated with buccal tipping of crowns. No clinically significant difference in the vertical or anteroposterior direction between the two groups was noted. Alveolar bone next to root apex of maxillary first premolar and molar teeth showed clinically significant lateral movement in the Hyrax group only. The comparison between two groups showed significantly greater transverse expansion of the first molar and first premolars with buccal tipping in the RME group.
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Kaur H, Owen B, Tran B, Guan R, Luo J, Granley A, Carey JP, Major PW, Romanyk DL. The biomechanics of posterior maxillary arch expansion using fixed labial and lingual appliances. Angle Orthod 2020; 90:688-694. [PMID: 33378485 DOI: 10.2319/010520-859.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Accepted: 05/01/2020] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To compare the biomechanics of straight labial, straight lingual, and mushroom lingual archwire systems when used in posterior arch expansion. MATERIALS AND METHODS An electro-mechanical orthodontic simulator allowing for buccal-lingual and vertical displacements of individual teeth and three-dimensional force/moment measurements was instrumented with anatomically shaped teeth for the maxillary arch. In-Ovation L brackets were bonded to lingual surfaces, and Carriere SLX brackets were bonded to labial surfaces to ensure consistency of slot dimensions. Titanium molybdenum archwires were bent to an ideal arch form, and the teeth on the orthodontic simulator were set to a passive position. Posterior teeth from the canine to second molar were moved lingually to replicate a constricted arch. From the constricted position, the posterior teeth were simultaneously moved until the expansive force decreased below 0.2 N. Initial force/moment systems and the amount of predicted expansion were compared for posterior teeth at a significance level of α = 0.05. RESULTS Archwire type affected both the expected expansion and initial force/moment systems produced in the constricted position. In general, the lingual systems produced the most expansion. The archwire systems were not able to return the teeth to their ideal position, with the closest system reaching 41% of the intended expansion. CONCLUSIONS In general, lingual systems were able to produce greater expansion in the posterior regions when compared with labial systems. However, less than half of the intended arch expansion was achieved with all systems tested.
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Abtahi S, Witmans M, Alsufyani NA, Major MP, Major PW. Pediatric sleep-disordered breathing in the orthodontic population: Prevalence of positive risk and associations. Am J Orthod Dentofacial Orthop 2020; 157:466-473.e1. [PMID: 32241353 DOI: 10.1016/j.ajodo.2019.05.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 05/01/2019] [Accepted: 05/01/2019] [Indexed: 10/24/2022]
Abstract
INTRODUCTION Pediatric sleep-disordered breathing (SDB) describes a spectrum of disease ranging from snoring to upper airway resistance syndrome and obstructive sleep apnea (OSA). Anatomical features assessed during orthodontic exams are often associated with symptoms of SDB in children. Hence, we need to determine the prevalence of positive risk for SDB in the pediatric orthodontic population compared with a general pediatric population and understand comorbidities associated with SDB risk among orthodontic patients. METHODS Responses from Pediatric Sleep Questionnaires were collected from 390 patients between the ages of 5 and 16 years, seeking orthodontic treatment. Prevalence of overall SDB risk, habitual snoring, and sleepiness were determined in the orthodontic population and compared with those previously reported by identical methods in the general pediatric population. Additional health history information was used to assess comorbidities associated with SDB risk in 130 of the patients. RESULTS At 10.8%, the prevalence of positive SDB risk was found to be significantly higher in the general pediatric orthodontic population than in a healthy pediatric population (5%). The prevalence of snoring and sleepiness in the orthodontic population was 13.3% and 17.9%, respectively. Among the comorbidities, nocturnal enuresis (13.6%), overweight (18.2%), and attention deficit hyperactivity disorder (31.8%) had a higher prevalence in orthodontic patients with higher SDB risk (P < 0.05). CONCLUSIONS There is a higher pediatric SDB risk prevalence in the orthodontic population compared with a healthy pediatric population. Orthodontic practitioners should make SDB screening a routine part of their clinical practice.
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Affiliation(s)
- Sahar Abtahi
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Manisha Witmans
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Noura A Alsufyani
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada; College of Dentistry, King Saud University, Riyadh, Saudi Arabia
| | - Michael P Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
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Kim JJ, Lagravere MO, Kaipatur NR, Major PW, Romanyk DL. Reliability and accuracy of a method for measuring temporomandibular joint condylar volume. Oral Surg Oral Med Oral Pathol Oral Radiol 2020; 131:485-493. [PMID: 32950426 DOI: 10.1016/j.oooo.2020.08.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/29/2020] [Accepted: 08/14/2020] [Indexed: 01/18/2023]
Abstract
OBJECTIVE The aim of this study was to develop and validate a technique for mandibular condyle segmentation and volume determination by using cone beam computed tomography (CBCT). STUDY DESIGN A dry skull was used to generate 3 dimensional (3-D)-printed mandible models that were then imaged by using CBCT. Semiautomatic segmentation of condyles was completed. The Frankfurt plane was established and translated to the most inferior point of the sigmoid notch, and the condylar volume superior to the plane was determined. This procedure was repeated on 3-D-printed mandibles by using physical landmarks and the water displacement method to obtain the physical volume. This was repeated 3 times to evaluate reliability. Sensitivity analysis was performed to demonstrate the effect of discrepancies in locating landmarks in the Frankfurt plane. Condylar volume measurements obtained from CBCT were compared with physical measurements through repeated-measures analysis of variance (ANOVA) to determine accuracy. RESULTS Condylar volume obtained from CBCT and physical measurements resulted in an intraclass correlation coefficient of 0.988 (0.918, 0.998) (P < .01) with both modalities, demonstrating excellent intrarater reliability. The mean difference of volume measurements between the modalities was not statistically significant (P = .365). Potential discrepancies in porion coordinates had minimal impact on condylar volume change. CONCLUSIONS The condylar segmentation technique proved to be a reliable and accurate method for evaluating condylar volume.
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Affiliation(s)
- Justin J Kim
- Orthodontics Student, School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Manuel O Lagravere
- Associate Professor, Division of Orthodontics, School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Alberta, Edmonton, Canada
| | - Neelambar R Kaipatur
- Clinical Assistant Professor, School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- Professor and Department Chair, School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Dan L Romanyk
- Professor and Department Chair, School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
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Lagravère MO, Ling CP, Woo J, Harzer W, Major PW, Carey JP. Transverse, vertical, and anterior-posterior changes between tooth-anchored versus Dresden bone-anchored rapid maxillary expansion 6 months post-expansion: A CBCT randomized controlled clinical trial. Int Orthod 2020; 18:308-316. [DOI: 10.1016/j.ortho.2020.01.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 01/15/2020] [Accepted: 01/18/2020] [Indexed: 10/25/2022]
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Duong DQ, Nguyen KCT, Kaipatur NR, Lou EHM, Noga M, Major PW, Punithakumar K, Le LH. Fully Automated Segmentation of Alveolar Bone Using Deep Convolutional Neural Networks from Intraoral Ultrasound Images. Annu Int Conf IEEE Eng Med Biol Soc 2020; 2019:6632-6635. [PMID: 31947362 DOI: 10.1109/embc.2019.8857060] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Delineation of alveolar bone aids the diagnosis and treatment of periodontal diseases. In current practice, conventional 2D radiography and 3D cone-beam computed tomography (CBCT) imaging are used as the non-invasive approaches to image and delineate alveolar bone structures. Recently, high-frequency ultrasound imaging is proposed as an alternative to conventional imaging methods to prevent the harmful effects of ionizing radiation. However, the manual delineation of alveolar bone from ultrasound imaging is time-consuming and subject to inter and intraobserver variability. This study proposes to use a convolutional neural network-based machine learning framework to automatically segment the alveolar bone from ultrasound images. The proposed method consists of a homomorphic filtering based noise reduction and a u-net machine learning framework for automated delineation. The proposed method was evaluated over 15 ultrasound images of tooth acquired from procine specimens. The comparisons against manual ground truth delineations performed by three experts in terms of mean Dice score and Hausdorff distance values demonstrate that the proposed method yielded an improved performance over a recent state of the art graph cuts based method.
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Kim JJ, Nam H, Kaipatur NR, Major PW, Flores-Mir C, Lagravere MO, Romanyk DL. Reliability and accuracy of segmentation of mandibular condyles from different three-dimensional imaging modalities: a systematic review. Dentomaxillofac Radiol 2019; 49:20190150. [PMID: 31778321 DOI: 10.1259/dmfr.20190150] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE To critically synthesize the literature surrounding segmentation of the mandibular condyle using three-dimensional imaging modalities. Specifically, analyzing the reliability and accuracy of methods used for three-dimensional condyle segmentation. METHODS Three electronic databases were searched for studies reporting the reliability and accuracy of various methods used to segment mandibular condyles from three-dimensional imaging modalities. Two authors independently reviewed articles for eligibility and data extraction. RESULTS Nine studies fulfilled the inclusion criteria. Eight studies assessed the condylar segmentation from CBCT images and limited studies were available on non-CBCT three-dimensional imaging modalities. Threshold-based volume segmentation, manual segmentation, and semi-automatic segmentation techniques were presented. Threshold-based volume segmentation reported higher accuracy when completed by an experienced technician compared to clinicians. Adequate reliability and accuracy were observed in manual segmentation. Although adequate reliability was reported in semi-automatic segmentation, data on its accuracy were lacking. CONCLUSION A definitive conclusion with regards to which current technique is most reliable and accurate to efficiently segment the mandibular condyle cannot be made with the currently available evidence. This is especially true in terms of non-CBCT imaging modalities with very limited literature available.
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Affiliation(s)
- Justin J Kim
- 1Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Hyejin Nam
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Neelambar R Kaipatur
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Paul W Major
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Carlos Flores-Mir
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Manuel O Lagravere
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
| | - Daniel L Romanyk
- Department of Orthodontics, School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, 5th floor, 11405-87 Avenue NW, Edmonton, Alberta, Canada
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Abstract
OBJECTIVE To compare the skeletal and dentoalveolar changes produced by the Damon system's treatment philosophy to traditional orthodontic treatment techniques. MATERIALS AND METHODS An electronic search in four major databases was completed: Cochrane, PubMed, EMBASE, and Google Beta Scholar on October 5th, 2018. Randomized controlled trials, prospective and retrospective controlled clinical trials were included in this systematic review. The quality assessment of individual studies was done using two different tools: The Cochrane Risk of Bias Assessment Tool (RTCs) and The Methodological Index for Non-Randomized Studies (MINORS) (non-RCTs). RESULTS Seven studies were included for this qualitative analysis. Six studies compared the Damon system to various types of conventional (non self-ligating bracket) system as a comparison group. One study used a quad helix as a comparison for a few months before a full bonding appointment with conventional brackets. The majority of studies found an increase in maxillary inter-canine, inter-premolar, and intermolar distance after the treatment in both the Damon and comparison groups. Yet, all studies concluded that there is no significant difference in the final transverse dimension between the two groups. One study also found that the transverse expansion was achieved mainly by tipping movement of posterior dentition, and a decrease in the posterior buccal bone area was evident in both groups after treatment. CONCLUSION There is not enough evidence to support the claim that the Damon system allows additional arch expansion with better tipping control than with traditional techniques.
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Affiliation(s)
- Hye Jin Nam
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada
| | - Carlos Flores-Mir
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada
| | - Giseon Heo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada
| | - Justin Kim
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada
| | - Manuel O Lagravère
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, ECHA 5-524, 11405, 87th avenue, Edmonton, Alberta T6G 1C9, Canada.
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Phuong A, Fagundes NCF, Abtahi S, Roberts MR, Major PW, Flores-Mir C. Additional appointments and discomfort associated with compliance-free fixed Class II corrector treatment: a systematic review. Eur J Orthod 2019; 41:404-414. [PMID: 30358827 DOI: 10.1093/ejo/cjy074] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE A critical analysis of the literature to determine the prevalence and type of emergency/additional appointments, and discomfort levels associated with fixed Class II correctors. METHODS Studies examining patient's sources of discomfort or emergency appointments associated with compliance-free Class II correctors were included. Comprehensive searches up to July 2018 were conducted using the following databases: MEDLINE (OvidSP), PubMed, Web of Science, and Embase. A partial grey literature search was taken using Google Scholar and OpenGrey. Two reviewers independently performed the selection process and risk of bias assessment. The Newcastle-Ottawa Scale for cross-sectional studies were used. A summary of the overall strength of evidence was presented using 'Grading of Recommendations, Assessment, Development and Evaluation' (GRADE) tool. Included studies were evaluated according to their design, study quality, consistency, and directness. RESULTS The selected studies were published between 2001 and 2018, and the number of patients per studied group ranged from 8 to 182. One thousand five hundred forty-two patients were evaluated in total. The patients' mean age at start of treatment ranged from 10 to 16.9 years and the fixed Class II corrector treatment duration ranged from 4 to 12 months. The included studies in this systematic review were too clinically heterogeneous (different appliances, different data recollection processes) to justify a meta-analysis. LIMITATIONS This review was not previously registered. A low level of evidence was observed among the two randomized trials, the 10 cohorts and three cross-sectional studies identified. CONCLUSIONS The main source of discomfort from Forsus-type appliances appears to be soreness in the cheeks (low level of evidence with a weak recommendation strength). Most evaluated patients treated with a Herbst appliance, regardless of design, will experience complications (fractures and/or dislodging) requiring emergency appointments (low level of evidence with a weak recommendation strength). REGISTRATION The review protocol was not registered.
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Affiliation(s)
- Ashley Phuong
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | | | - Sahar Abtahi
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Mary Roduta Roberts
- Department of Occupational Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Carlos Flores-Mir
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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Almeida FT, Pacheco-Pereira C, Flores-Mir C, Le LH, Jaremko JL, Major PW. Diagnostic ultrasound assessment of temporomandibular joints: a systematic review and meta-analysis. Dentomaxillofac Radiol 2018; 48:20180144. [PMID: 30285469 DOI: 10.1259/dmfr.20180144] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES: The purpose of this systematic review was to determine the diagnostic capability of ultrasound to assess TMJ alterations as disc displacement (DD), joint effusion (JE) and condylar changes (CC) using 3D imaging modalities as reference standard. METHODS: Studies were gathered by searching several electronic databases and partial grey literature up to January eighth, 2018 without restrictions of language and time. The risk of bias was evaluated using the second version of Quality Assessment Tool for Diagnostic of Accuracy Studies-2 (QUADAS-2). The grading of Recommendation, Assessment, Development and Evaluation (GRADEpro system) instrument was applied to assess the level of evidence across the studies. RESULTS: After applying the eligibility criteria, 28 studies were identified and synthesized. All studies were methodologically acceptable presenting low applicability concerns, although none of them fulfilled all QUADAS-2 criteria. The quantitative analysis included 22 studies, 2829 joints in total. The quality of the evidence evaluated by GRADE system suggested moderate confidence in estimating the outcomes. CONCLUSION: This systematic review demonstrated the ultrasound has acceptable capability to screen for DD and JE in TMD patients. For screening of condylar changes, ultrasound needs further studies using CT or CBCT as reference standard to support its use. More advanced imaging such as MRI can thereafter be used to confirm the diagnosis if deemed necessary.
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Affiliation(s)
| | | | - Carlos Flores-Mir
- 1 School of Dentistry, University of Alberta , Edmonton, AB , Canada
| | - Lawrence H Le
- 2 Radiology and Diagnostic Imaging, University of Alberta , Edmonton, AB , Canada
| | - Jacob L Jaremko
- 2 Radiology and Diagnostic Imaging, University of Alberta , Edmonton, AB , Canada
| | - Paul W Major
- 1 School of Dentistry, University of Alberta , Edmonton, AB , Canada
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Nguyen KCT, Pachêco-Pereira C, Kaipatur NR, Cheung J, Major PW, Le LH. Comparison of ultrasound imaging and cone-beam computed tomography for examination of the alveolar bone level: A systematic review. PLoS One 2018; 13:e0200596. [PMID: 30281591 PMCID: PMC6169851 DOI: 10.1371/journal.pone.0200596] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 06/30/2018] [Indexed: 02/01/2023] Open
Abstract
Background and objective The current methods to image alveolar bone in humans include intraoral 2D radiography and cone-beam computed tomography (CBCT). However, these methods expose the subject to ionizing radiation. Therefore, ultrasound imaging has been investigated as an alternative technique, as it is both non-invasive and free from ionizing radiation. In order to assess the validity and reliability of ultrasonography in visualizing alveolar bone, a systematic review was conducted comparing ultrasound imaging to CBCT for examination of the alveolar bone level. Study design Seven databases were searched. Studies addressing examination of alveolar bone level via CBCT and ultrasound were selected. Risk of bias under Cochrane guidelines was used as a methodological quality assessment tool. Results All the four included studies were ex vivo studies that used porcine or human cadaver samples. The alveolar bone level was measured by the distance from the alveolar bone crest to certain landmarks such as cemento-enamel junction or gingival margin. The risk of bias was found as low. The mean difference between ultrasound and CBCT measurements ranged from 0.07 mm to 0.68 mm, equivalent to 1.6% - 8.8%. Conclusions There is currently preliminary evidence to support the use of ultrasonography as compared to CBCT for the examination of alveolar bone level. Further studies comparing ultrasound to gold standard methods would be necessary to help validate the accuracy of ultrasonography as a diagnostic technique in periodontal imaging.
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Affiliation(s)
- Kim-Cuong T. Nguyen
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Camila Pachêco-Pereira
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
- Department of Comprehensive Dentistry, UT Health San Antonio, San Antonio, Texas, United States of America
| | - Neelambar R. Kaipatur
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
- * E-mail: (LHL); (NRK)
| | - June Cheung
- Department of Communication Sciences and Disorders, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W. Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Lawrence H. Le
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- * E-mail: (LHL); (NRK)
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Pachêco‐Pereira C, Almeida FT, Chavda S, Major PW, Leite A, Guerra EN. Dental imaging of trabecular bone structure for systemic disorder screening: A systematic review. Oral Dis 2018; 25:1009-1026. [DOI: 10.1111/odi.12950] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 07/25/2018] [Accepted: 07/30/2018] [Indexed: 01/02/2023]
Affiliation(s)
- Camila Pachêco‐Pereira
- School of Dentistry, Faculty of Medicine and DentistryUniversity of Alberta Edmonton Alberta Canada
- Health Sciences Faculty University of Brasília Brasília Brazil
| | - Fabiana T. Almeida
- School of Dentistry, Faculty of Medicine and DentistryUniversity of Alberta Edmonton Alberta Canada
| | - Suraj Chavda
- School of Dentistry, Faculty of Medicine and DentistryUniversity of Alberta Edmonton Alberta Canada
| | - Paul W. Major
- School of Dentistry, Faculty of Medicine and DentistryUniversity of Alberta Edmonton Alberta Canada
| | - Andre Leite
- Health Sciences Faculty University of Brasília Brasília Brazil
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Elyasi M, Abreu LG, Olsen C, Baker SR, Lai H, Major PW, Amin M. Parent's Sense of Coherence and Children's Oral Health-Related Behaviors: Is There an Association? Pediatr Dent 2018; 40:23-29. [PMID: 29482678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
PURPOSE Parental capacity to face day-to-day stressors has a relevant role in recognizing and mobilizing resources to control children's oral health behaviors. This capacity has been explored by means of the sense of coherence. The purpose of this study was to explore the association between mothers' sense of coherence (SOC) and their preschool children's oral health-related behaviors. METHODS Mothers and their pre-school children were recruited during immunization programs at community health centers in Edmonton, Canada. Participants answered eight questions on socio-demographics (covariates), parents' SOC (main independent variable), and children's oral health-related practices (outcome variables). Statistical analyses comprised a two-sample t test, chi-square test, and logistic regression. RESULTS A total of 378 pairs of mothers/ children participated in this study. Children's mean age was 3.92±(1.33) years. Mothers' SOC was statistically associated with children's frequency of sugar consumption and frequency and pattern of dental visits. The children of mothers who had higher levels of SOC presented a lower frequency intake of food or drink containing sugar and were more likely to visit the dentist for preventive purposes. CONCLUSIONS Mothers' sense of coherence had a significant association with children's oral health-related behaviors; a higher SOC of mothers was associated with more positive behaviors among their children.
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Affiliation(s)
- Maryam Elyasi
- PhD candidate, Orthodontic Graduate Program, in the School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Lucas Guimarães Abreu
- Assistant professor, Department of Paediatric Dentistry and Orthodontics, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Sarah R Baker
- Professor, Academic Unit of Dental Public Health, University of Sheffield, in Sheffield, South Yorkshire, U.K
| | - Hollis Lai
- Associate professor, in the School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- Professor and chair, in the School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Maryam Amin
- Associate professor and head, Division of Pediatric Dentistry, University of Alberta, Edmonton, Alberta, Canada;,
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Romanyk DL, Au K, Isfeld D, Heo G, Major MP, Major PW. The effect of buccal-lingual slot dimension size on third-order torque response. Eur J Orthod 2017; 39:209-214. [PMID: 27259532 DOI: 10.1093/ejo/cjw043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Introduction The focus of the presented study was to investigate the effect of buccal-lingual (B-L) orthodontic bracket slot dimension on third-order torque mechanics. Materials and methods Three types of orthodontic brackets and two archwire sizes were considered. Ortho Classic H4 (0.026″ B-L slot, passive), Ormco Damon Q (0.028″ B-L slot, passive), and In-Ovation R (0.028″ slot, active) brackets were tested using 0.017″ × 0.025″ and 0.019″ × 0.025″ beta-titanium archwires. An in vitro orthodontic torque simulator (OTS) was used to rotate archwires relative to a single bracket while recording forces and moments in three directions. For each bracket-archwire combination, a total of n = 47 samples were tested. Repeated measures analysis of variance between brackets was conducted for third-order torque values at 3° increments between 9° and 30° during loading and unloading for each archwire size. Results Statistically significant differences between H4 and Q brackets were only found for 0.017″ × 0.025″ archwires during loading, and 0.019″ × 0.025″ archwires during unloading. Conversely, differences between H4 and R brackets were found for both archwires during loading and unloading phases. Finally, when using a 0.017″ × 0.025″ archwire the H4 brackets reached the 5 Nmm threshold before R and Q brackets; however, there was little difference found when using a 0.019″ × 0.025″ archwire. Conclusions The concept of using a smaller B-L bracket slot dimension in orthodontic treatment showed it may theoretically allow for more options, primarily using smaller archwires to correct third-order rotational misalignments. However, it is suspected that bracket material limitations and added loading on the door currently prevent this from being clinically applicable.
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Affiliation(s)
- Dan L Romanyk
- School of Dentistry, Faculty of Medicine and Dentistry and
| | - Kenji Au
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Darren Isfeld
- School of Dentistry, Faculty of Medicine and Dentistry and
| | - Giseon Heo
- School of Dentistry, Faculty of Medicine and Dentistry and
| | | | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry and
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Alsufyani NA, Hess A, Noga M, Ray N, Al-Saleh MAQ, Lagravère MO, Major PW. New algorithm for semiautomatic segmentation of nasal cavity and pharyngeal airway in comparison with manual segmentation using cone-beam computed tomography. Am J Orthod Dentofacial Orthop 2017; 150:703-712. [PMID: 27692428 DOI: 10.1016/j.ajodo.2016.06.024] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2016] [Revised: 03/01/2016] [Accepted: 06/01/2016] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Our objectives were to assess reliability, validity, and time efficiency of semiautomatic segmentation using Segura software of the nasal and pharyngeal airways, against manual segmentation with point-based analysis with color mapping. METHODS Pharyngeal and nasal airways from 10 cone-beam computed tomography image sets were segmented manually and semiautomatically using Segura (University of Alberta, Edmonton, Alberta, Canada). To test intraexaminer and interexaminer reliabilities, semiautomatic segmentation was repeated 3 times by 1 examiner and then by 3 examiners. In addition to volume and surface area, point-based analysis was completed to assess the reconstructed 3-dimensional models from Segura against manual segmentation. The times of both methods of segmentation were also recorded to assess time efficiency. RESULTS The reliability and validity of Segura were excellent (intraclass correlation coefficient, >0.9 for volume and surface area). Part analysis showed small differences between the Segura and manually segmented 3-dimensional models (greatest difference did not exceed 4.3 mm). Time of segmentation using Segura was significantly shorter than that for manual segmentation, 49 ± 11.0 vs 109 ± 9.4 minutes (P <0.001). CONCLUSIONS Semiautomatic segmentation of the pharyngeal and nasal airways using Segura was found to be reliable, valid, and time efficient. Part analysis with color mapping was the key to explaining differences in upper airway volume and provides meaningful and clinically relevant analysis of 3-dimensional changes.
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Affiliation(s)
- Noura A Alsufyani
- Assistant professor, Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada; assistant professor, College of Dentistry, King Saud University, Riyadh, Saudi Arabia.
| | - Andy Hess
- Postgraduate student, Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
| | - Michelle Noga
- Associate professor, Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Nilanjan Ray
- Associate professor, Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
| | - Mohammed A Q Al-Saleh
- Postgraduate student, Orthodontic Graduate Program, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Manuel O Lagravère
- Assistant professor, Orthodontic Graduate Program, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- Professor and chair, Orthodontic Graduate Program, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Owen B, Gullion G, Heo G, Carey JP, Major PW, Romanyk DL. Measurement of forces and moments around the maxillary arch for treatment of a simulated lingual incisor and high canine malocclusion using straight and mushroom archwires in fixed lingual appliances. Eur J Orthod 2017; 39:665-672. [DOI: 10.1093/ejo/cjx028] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Alsufyani NA, Noga ML, Witmans M, Cheng I, El-Hakim H, Major PW. Using cone beam CT to assess the upper airway after surgery in children with sleep disordered breathing symptoms and maxillary-mandibular disproportions: a clinical pilot. J Otolaryngol Head Neck Surg 2017; 46:31. [PMID: 28399908 PMCID: PMC5387252 DOI: 10.1186/s40463-017-0204-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Accepted: 03/20/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The surgical excision of anatomic obstructions such as adenoids, palatine or lingual tonsils are commonly performed in children with sleep disordered breathing (SDB). Imaging studies measuring airway changes post-surgery in the SDB pediatric population are scarce, rarely addresses the nasal cavity, and are based on global measures (e.g. volume) that do not represent the complexity of the upper airway anatomy. The purpose of this pilot is to test the feasibility in using cone beam CT (CBCT) to analyze the nasal and pharyngeal airway space post-surgery using meaningful methods of analyses, and correlating imaging findings with clinical outcomes in children with SDB symptoms and maxillary-mandibular disproportion. METHODS Twelve non-syndromic children with SDB symptoms and jaw disproportions were evaluated by interdisciplinary airway team before and after upper airway surgery. CBCT and OSA-18 quality of life questionnaire pre and post-operatively were completed. Conventional and new airway variables were measured based on 3D models of the upper airways and correlated with OSA-18. Conventional measures include volume, surface area, and cross-sectional area. New airway measures include constriction and patency; point-based analyses. RESULTS Eight females and four males were 8.8 ± 2 years with mean BMI of 18.7 ± 3. OSA-18 improved, median (lower quartile-upper quartile) from 64.2 (54.7-79.5) to 37.6 (28.7-43) postoperatively, p < 0.001. The median of all airway measures improved however with very wide range. Subjects with the smallest amounts of constriction relief and/or gain in airway patency presented with least improvement in OSA-18. New airway measures show strong correlation with changes in OSA-18 (ρ = 0.44 to 0.71) whereas conventional measures showed very weak correlation (ρ = -0.04 to 0.37). CONCLUSIONS Using point-based analyses, new airway measures better explained changes in clinical symptoms compared to conventional measures. Airway patency gained by at least 150% and constriction relief by at least 15% showed marked improvement in OSA-18 by 40-55%, after surgery in the tested cohort.
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Affiliation(s)
- Noura A Alsufyani
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada. .,Edmonton Clinic Health Academy- School of Dentistry, 5th floor, 11405-87 AVE NW, Edmonton, T6G 1C9, AB, Canada. .,Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia.
| | - Michelle L Noga
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Manisha Witmans
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Irene Cheng
- Department of Computing Science, Faculty of Science, University of Alberta, Edmonton, Canada
| | - Hamdy El-Hakim
- Department of Surgery, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
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Alsufyani NA, Noga ML, Witmans M, Major PW. Upper airway imaging in sleep-disordered breathing: role of cone-beam computed tomography. Oral Radiol 2017. [DOI: 10.1007/s11282-017-0280-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Xing JZ, Lu L, Unsworth LD, Major PW, Doschak MR, Kaipatur NR. RANKL release from self-assembling nanofiber hydrogels for inducing osteoclastogenesis in vitro. Acta Biomater 2017; 49:306-315. [PMID: 27940164 DOI: 10.1016/j.actbio.2016.12.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 11/17/2016] [Accepted: 12/05/2016] [Indexed: 02/01/2023]
Abstract
PURPOSE To develop a nanofiber hydrogel (NF-hydrogel) for sustained and controlled release of the recombinant receptor activator of NF-kB ligand; (RANKL) and to characterize the release kinetics and bioactivity of the released RANKL. METHODS Various concentrations of fluorescently-labelled RANKL protein were added to NF-hydrogels, composed of Acetyl-(Arg-Ala-Asp-Ala)4-CONH2 [(RADA)4] of different concentrations, to investigate the resulting in vitro release rates. The nano-structures of NF-hydrogel, with and without RANKL, were determined using atomic force microscopy (AFM). Released RANKL was further analyzed for changes in secondary and tertiary structure using CD spectroscopy and fluorescent emission spectroscopy, respectively. Bioactivity of released RANKL protein was determined using NFATc1 gene expression and tartrate resistant acid phosphatase (TRAP) activity of osteoclast cells as biomarkers. RESULTS NF-hydrogel concentration dependent sustained release of RANKL protein was measured at concentrations between 0.5 and 2%(w/v). NF-hydrogel at 2%(w/v) concentration exhibited a sustained and slow-release of RANKL protein up to 48h. Secondary and tertiary structure analyses confirmed no changes to the RANKL protein released from NF-hydrogel in comparison to native RANKL. The results of NFATc1 gene mRNA expression and TRAP activities of osteoclast, showed that the release process did not affect the bioactivity of released RANKL. CONCLUSIONS This novel study is the first of its kind to attempt in vitro characterization of NF-hydrogel based delivery of RANKL protein to induce osteoclastogenesis. We have shown the self-assembling NF-hydrogel peptide system is amenable to the sustained and controlled release of RANKL locally; that could in turn increase local concentration of RANKL to induce osteoclastogenesis, for application to the controlled mobilization of tooth movement in orthodontic procedures. STATEMENT OF SIGNIFICANCE Orthodontic tooth movement (OTM) occurs through controlled application of light forces to teeth, facilitating the required changes in the surrounding alveolar bone through the process of bone remodelling. The RANKL system regulates alveolar bone remodelling and controls root resorption during OTM. The use of exogenous RANKL to accelerate OTM has not been attempted to date because large quantities of RANKL for systemic therapy may subsequently cause serious systemic loss of skeletal bone. The controlled and sustained local release of RANKL from a carrier matrix could maximize its therapeutic benefit whilst minimizing systemic side effects. In this study a NF-hydrogel was used for sustained and controlled release of RANKL and the release kinetics and biofunctionality of the released RANKL was characterized. Our results provide fundamental insight for further investigating the role of RANKL NF-hydrogel release systems for inducing osteoclastogenesis in vivo.
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Al-Saleh MAQ, Punithakumar K, Lagravere M, Boulanger P, Jaremko JL, Wolfaardt J, Major PW, Seikaly H. Three-dimensional morphological changes of the temporomandibular joint and functional effects after mandibulotomy. J Otolaryngol Head Neck Surg 2017; 46:8. [PMID: 28129794 PMCID: PMC5273832 DOI: 10.1186/s40463-017-0184-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 01/14/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The midline and paramedian mandibulotomy are surgical procedures that divide the mandibular bone into two halves and disconnects the condylar heads of the TMJ from each other. This study aimed to prospectively evaluate the temporomandibular joint (TMJ) functional and morphological changes after mandibulotomy using a reconstructed 3D models of the TMJ. METHODS Sixteen adult patients diagnosed with oral and oropharyngeal tumors with planned surgical mandibulotomy (test group, 9 patients) or transoral (control group, seven patients) treatments were included in the study. MRI and CBCT images were obtained immediately preceeding surgery and 6-8 weeks after surgery. Using the MRI-CBCT registered images, TMJ tissues were segmented at the two occasions by the same operator and 3D models were reconstructed for morphological assessment. Changes across time were measured using the volume overlap and Hausdorff distance of the disc and condyle 3D models. Disc-condyle relationship was measured using point-based and color map analysis. To assess the early functional changes, the Jaw function limitation scale (JFLS) and the maximum mouth opening were measured. Two-sample Hotelling T2 t-test was performed to determine the significance of the morphological and clinical outcomes' differences between the two groups. RESULTS The two-sample Hotelling T2 t-test showed significant differences (T2 (df1,df2) = 0.97 (5,26), p <0.01) between the mean values of all outcomes among the 2 groups. The change in disc displacement was significantly different between the two groups (p <0.05). However, the condylar displacement was not significantly different between the two groups (p =0.3). The average of the JFLS score was five times larger after mandibulotomy, and was 2 times larger after transoral surgery (p < 0.01). Patients showed decrease in the average of the maximum interincisal mouth opening by 11 mm after mandibulotomy, and by 5.4 mm after transoral surgery. CONCLUSION The quantitative assessment of the TMJ showed minimal changes of the condylar position and variable degrees of articular disc displacement associated with the paramedian split mandibulotomy. As well, limited jaw functions and vertical mouth opening were noticed more in the mandibultomy group compared to the transoral group in 6- weeks after surgery.
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Affiliation(s)
- Mohammed A Q Al-Saleh
- Orthodontic Graduate Program, School of Dentistry, University of Alberta, 476 Edmonton Clinic Health Academy (ECHA), Edmonton, Alberta, T6G 1C9, Canada.
| | - Kumaradevan Punithakumar
- Servier Virtual Cardiac Centre, Mazankowski Alberta Heart Institute and Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, T6G 2B7, Canada.,Department of Computing Science, Faculty of Science, University of Alberta, Athabasca Hall, Room 411, Edmonton, Alberta, T6G 2E8, Canada
| | - Manuel Lagravere
- Orthodontic Graduate Program, School of Dentistry, University of Alberta, 476 Edmonton Clinic Health Academy (ECHA), Edmonton, Alberta, T6G 1C9, Canada
| | - Pierre Boulanger
- Servier Virtual Cardiac Centre, Mazankowski Alberta Heart Institute and Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, T6G 2B7, Canada.,Department of Computing Science, Faculty of Science, University of Alberta, Athabasca Hall, Room 411, Edmonton, Alberta, T6G 2E8, Canada
| | - Jacob L Jaremko
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, 2A2.41 WC Mackenzie Health Science Center, Edmonton, Alberta, T6G 2R7, Canada
| | - John Wolfaardt
- Division of Otolaryngology Head and Neck Surgery, Department of Surgery, Faculty of Medicine and Dentistry, University of Alberta, 16940-87 Avenue, Edmonton, Alberta, T5R 4H5, Canada
| | - Paul W Major
- Orthodontic Graduate Program, School of Dentistry, University of Alberta, 476 Edmonton Clinic Health Academy (ECHA), Edmonton, Alberta, T6G 1C9, Canada
| | - Hadi Seikaly
- Division of Otolaryngology Head and Neck Surgery, Department of Surgery, Faculty of Medicine and Dentistry, University of Alberta, 16940-87 Avenue, Edmonton, Alberta, T5R 4H5, Canada
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Al-Saleh MAQ, Punithakumar K, Lagravere M, Boulanger P, Jaremko JL, Major PW. Three-Dimensional Assessment of Temporomandibular Joint Using MRI-CBCT Image Registration. PLoS One 2017; 12:e0169555. [PMID: 28095486 PMCID: PMC5241008 DOI: 10.1371/journal.pone.0169555] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 12/19/2016] [Indexed: 02/06/2023] Open
Abstract
Purpose To introduce a new approach to reconstruct a 3D model of the TMJ using magnetic resonance imaging (MRI) and cone-beam computed tomography (CBCT) registered images, and to evaluate the intra-examiner reproducibility values of reconstructing the 3D models of the TMJ. Methods MRI and CBCT images of five patients (10 TMJs) were obtained. Multiple MRIs and CBCT images were registered using a mutual information based algorithm. The articular disc, condylar head and glenoid fossa were segmented at two different occasions, at least one-week apart, by one investigator, and 3D models were reconstructed. Differences between the segmentation at two occasions were automatically measured using the surface contours (Average Perpendicular Distance) and the volume overlap (Dice Similarity Index) of the 3D models. Descriptive analysis of the changes at 2 occasions, including means and standard deviation (SD) were reported to describe the intra-examiner reproducibility. Results The automatic segmentation of the condyle revealed maximum distance change of 1.9±0.93 mm, similarity index of 98% and root mean squared distance of 0.1±0.08 mm, and the glenoid fossa revealed maximum distance change of 2±0.52 mm, similarity index of 96% and root mean squared distance of 0.2±0.04 mm. The manual segmentation of the articular disc revealed maximum distance change of 3.6±0.32 mm, similarity index of 80% and root mean squared distance of 0.3±0.1 mm. Conclusion The MRI-CBCT registration provides a reliable tool to reconstruct 3D models of the TMJ’s soft and hard tissues, allows quantification of the articular disc morphology and position changes with associated differences of the condylar head and glenoid fossa, and facilitates measuring tissue changes over time.
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Affiliation(s)
- Mohammed A. Q. Al-Saleh
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
- * E-mail:
| | - Kumaradevan Punithakumar
- Servier Virtual Cardiac Centre, University of Alberta, Edmonton, Alberta, Canada
- Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
| | - Manuel Lagravere
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Pierre Boulanger
- Servier Virtual Cardiac Centre, University of Alberta, Edmonton, Alberta, Canada
- Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada
| | - Jacob L. Jaremko
- Department of Radiology and Diagnostic Imaging, Faculty of Science, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W. Major
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
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Lee D, Heo G, El-Bialy T, Carey JP, Major PW, Romanyk DL. Initial forces experienced by the anterior and posterior teeth during dental-anchored or skeletal-anchored en masse retraction in vitro. Angle Orthod 2016; 87:549-555. [PMID: 27830931 DOI: 10.2319/080916-616.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To investigate initial forces acting on teeth around the arch during en masse retraction using an in vitro Orthodontic SIMulator (OSIM). MATERIALS AND METHODS The OSIM was used to represent the full maxillary arch in a case wherein both first premolars had been extracted. Dental and skeletal anchorage to a posted archwire and skeletal anchorage to a 10-mm power arm were all simulated. A 0.019 × 0.025-inch stainless steel archwire was used in all cases, and 15-mm light nickel-titanium springs were activated to approximately 150 g on both sides of the arch. A sample size of n = 40 springs were tested for each of the three groups. Multivariate analysis of variance (α = 0.05) was used to determine differences between treatment groups. RESULTS In the anterior segment, it was found that skeletal anchorage with power arms generated the largest retraction force (P < .001). The largest vertical forces on the unit were generated using skeletal anchorage, followed by skeletal anchorage with power arms, and finally dental anchorage. Power arms were found to generate larger intrusive forces on the lateral incisors and extrusive forces on the canines than on other groups. For the posterior anchorage unit, dental anchorage generated the largest protraction and palatal forces. Negligible forces were measured for both skeletal anchorage groups. Vertical forces on the posterior unit were minimal in all cases (<0.1 N). CONCLUSIONS All retraction methods produced sufficient forces to retract the anterior teeth during en masse retraction. Skeletal anchorage reduced forces on the posterior teeth but introduced greater vertical forces on the anterior teeth.
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Al-Saleh MA, Alsufyani NA, Lagravere M, Nebbe B, Lai H, Jaremko JL, Major PW. MRI alone versus MRI-CBCT registered images to evaluate temporomandibular joint internal derangement. Oral Surg Oral Med Oral Pathol Oral Radiol 2016; 122:638-645. [PMID: 27765334 DOI: 10.1016/j.oooo.2016.07.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 07/13/2016] [Accepted: 07/18/2016] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To evaluate the effect of magnetic resonance imaging-cone beam computed tomography (MRI-CBCT) image registration on inter- and intraexaminer consistency when evaluating temporomandibular joint (TMJ) internal derangement compared to MRI alone. METHODS MRI and CBCT images of 25 patients (50 TMJs) were obtained and coregistered using mutual-information rigid image registration via Mirada XD software. Two experienced radiologists independently and blindly evaluated two types of images (MRI alone and MRI-CBCT registered images) at two different times (T1 and T2) for TMJ internal derangement, based on sagittal and coronal articular disc position in relation to the head of the condyle and the posterior slope of the articular eminence. RESULTS The intraexaminer consistency with MRI alone (examiner 1 = 0.85 [0.74-0.92]; examiner 2 = 0.91 [0.84-0.95]) was lower than for the MRI-CBCT registered images (examiner 1 = 0.95 [0.91-0.97]; examiner 2 = 0.97 [0.96-0.99]). The interexaminer consistency of evaluating internal derangement with MRI alone (0.52 [0.18-0.73] at T1; 0.71 [0.45-0.84] at T2) was lower than for the MRI-CBCT registered images (0.97 [0.95-0.98] at T1; 0.98 [0.96-0.99] at T2). When disc position classification was dichotomized to normal versus anteriorly displaced, intraexaminer agreement for the two examiners was 0.52 and 0.63 for MRI alone, but was 0.91 and 0.92 for MRI-CBCT registered images. Interexaminer agreement for MRI alone was 0.29 at T1 and 0.42 at T2, but was 0.96 at both examination times for MRI-CBCT registered images. CONCLUSION The MRI-CBCT registered images improved intra- and interexaminer consistency in the evaluation of internal derangement of TMJ.
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Flores-Mir C, Rosenblatt MR, Major PW, Carey JP, Heo G. Measurement accuracy and reliability of tooth length on conventional and CBCT reconstructed panoramic radiographs. Dental Press J Orthod 2016; 19:45-53. [PMID: 25715716 PMCID: PMC4296663 DOI: 10.1590/2176-9451.19.5.045-053.oar] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2012] [Accepted: 01/08/2013] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION: This in vivo study assessed accuracy and reliability of tooth
length measurements obtained from conventional panoramic radiographs and CBCT
panoramic reconstructions to that of a digital caliper (gold standard). METHODS: The sample consisted of subjects who had CBCT and conventional panoramic
radiographic imaging and who required maxillary premolar extraction for routine
orthodontic treatment. A total of 48 teeth extracted from 26 subjects were
measured directly with digital calipers. Radiographic images were scanned and
digitally measured in Dolphin 3D software. Accuracy of tooth length measurements
made by CBCT panoramic reconstructions, conventional panoramic radiographs and
digital caliper (gold standard) were compared to each other by repeated measures
one-way ANOVA with Bonferroni correction and by single measures intraclass
correlation coefficient. RESULTS: Repeated root length measures with digital calipers, panoramic radiographs and
CBCT constructed panoramic-like images were all individually highly reliable.
Compared to the caliper (gold standard), tooth measurements obtained from
conventional panoramic radiographs were on average 6.3 mm (SD = 2.0 mm) longer,
while tooth measurements from CBCT panoramic reconstructions were an average of
1.7 mm (SD = 1.2 mm) shorter. CONCLUSIONS: In comparison to actual tooth lengths, conventional panoramic radiographs were
relatively inaccurate, overestimating the lengths by 29%, while CBCT panoramic
reconstructions underestimated the lengths by 4%.
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Affiliation(s)
| | | | - Paul W Major
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta
| | - Jason P Carey
- Department of Mechanical Engineering, Faculty of Engineering, University of Alberta
| | - Giseon Heo
- Department of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Al-Saleh MAQ, Alsufyani NA, Saltaji H, Jaremko JL, Major PW. MRI and CBCT image registration of temporomandibular joint: a systematic review. J Otolaryngol Head Neck Surg 2016; 45:30. [PMID: 27164975 PMCID: PMC4863319 DOI: 10.1186/s40463-016-0144-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 05/05/2016] [Indexed: 02/06/2023] Open
Abstract
Purpose The purpose of the present review is to systematically and critically analyze the available literature regarding the importance, applicability, and practicality of (MRI), computerized tomography (CT) or cone-beam CT (CBCT) image registration for TMJ anatomy and assessment. Data sources A systematic search of 4 databases; MEDLINE, EMBASE, EBM reviews and Scopus, was conducted by 2 reviewers. An additional manual search of the bibliography was performed. Inclusion criteria All articles discussing the magnetic resonance imaging MRI and CT or CBCT image registration for temporomandibular joint (TMJ) visualization or assessment were included. Results and included articles’ characteristics Only 3 articles satisfied the inclusion criteria. All included articles were published within the last 7 years. Two articles described MRI to CT multimodality image registration as a complementary tool to visualize TMJ. Both articles used images of one patient only to introduce the complementary concept of MRI-CT fused image. One article assessed the reliability of using MRI-CBCT registration to evaluate the TMJ disc position and osseous pathology for 10 temporomandibular disorder (TMD) patients. Conclusion There are very limited studies of MRI-CT/CBCT registration to reach a conclusion regarding its accuracy or clinical use in the temporomandibular joints. Electronic supplementary material The online version of this article (doi:10.1186/s40463-016-0144-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mohammed A Q Al-Saleh
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.
| | - Noura A Alsufyani
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.,Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia
| | - Humam Saltaji
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Jacob L Jaremko
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Paul W Major
- Department of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
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Romanyk DL, George A, Li Y, Heo G, Carey JP, Major PW. Influence of second-order bracket-archwire misalignments on loads generated during third-order archwire rotation in orthodontic treatment. Angle Orthod 2016; 86:358-364. [PMID: 26347947 PMCID: PMC8601725 DOI: 10.2319/052815-365.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Accepted: 07/01/2015] [Indexed: 07/31/2023] Open
Abstract
OBJECTIVE To investigate the influence of a rotational second-order bracket-archwire misalignment on the loads generated during third-order torque procedures. Specifically, torque in the second- and third-order directions was considered. MATERIALS AND METHODS An orthodontic torque simulator (OTS) was used to simulate the third-order torque between Damon Q brackets and 0.019 × 0.025-inch stainless steel archwires. Second-order misalignments were introduced in 0.5° increments from a neutral position, 0.0°, up to 3.0° of misalignment. A sample size of 30 brackets was used for each misalignment. The archwire was then rotated in the OTS from its neutral position up to 30° in 3° increments and then unloaded in the same increments. At each position, all forces and torques were recorded. Repeated-measures analysis of variance was used to determine if the second-order misalignments significantly affected torque values in the second- and third-order directions. RESULTS From statistical analysis of the experimental data, it was found that the only statistically significant differences in third-order torque between a misaligned state and the neutral position occurred for 2.5° and 3.0° of misalignment, with mean differences of 2.54 Nmm and 2.33 Nmm, respectively. In addition, in pairwise comparisons of second-order torque for each misalignment increment, statistical differences were observed in all comparisons except for 0.0° vs 0.5° and 1.5° vs 2.0°. CONCLUSION The introduction of a second-order misalignment during third-order torque simulation resulted in statistically significant differences in both second- and third-order torque response; however, the former is arguably clinically insignificant.
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Affiliation(s)
- Dan L. Romanyk
- Postdoctoral Fellow, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Andrew George
- Undergraduate Research Assistant, Department of Mechanical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Yin Li
- Graduate Student, Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Giseon Heo
- Associate Professor, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jason P. Carey
- Professor and Associate-Dean (Programs and Planning), Faculty of Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W. Major
- Professor and Chair, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Nguyen KCT, Le LH, Kaipatur NR, Major PW. Imaging the Cemento-Enamel Junction Using a 20-MHz Ultrasonic Transducer. Ultrasound Med Biol 2016; 42:333-8. [PMID: 26546266 DOI: 10.1016/j.ultrasmedbio.2015.09.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 09/08/2015] [Accepted: 09/11/2015] [Indexed: 05/22/2023]
Abstract
The cemento-enamel junction (CEJ), which is the intersection between enamel and cementum, is an important landmark in the diagnosis of periodontal disease. Pulse-echo ultrasound was used to image the CEJs of six porcine lower central incisors with a single 20-MHz transducer. A notch was longitudinally created on the enamel as a stable marker, from which the CEJ was measured. Data were acquired along the tooth's axis at 0.4-mm intervals. Time-distance data were bandpass-filtered to enhance signal-to-noise ratio and record density was increased fourfold to 0.1-mm spacing by a frequency-distance interpolation scheme. Reflections from the CEJ were unambiguously identified along with those from enamel, dentin and cementum. The notch-CEJ distances measured by the ultrasound and micro-computed tomography methods correlated strongly (r = 0.996, p < 0.05) and were in good agreement with the 95% lines of agreement between -0.49 and 0.17 mm, as statistically determined by Bland-Altman analysis. The results indicate the potential of ultrasound to be a reliable and non-ionizing technique to image the CEJ.
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Affiliation(s)
- Kim-Cuong T Nguyen
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada; Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada.
| | | | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Al-Saleh MAQ, Punithakumar K, Jaremko JL, Alsufyani NA, Boulanger P, Major PW. Accuracy of magnetic resonance imaging-cone beam computed tomography rigid registration of the head: an in-vitro study. Oral Surg Oral Med Oral Pathol Oral Radiol 2015; 121:316-21. [PMID: 26795452 DOI: 10.1016/j.oooo.2015.10.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 09/15/2015] [Accepted: 10/29/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate the performance of cross-modality image registration procedure between magnetic resonance imaging (MRI) and cone beam computed tomography (CBCT). METHODS In vitro diagnostic MRI and CBCT images of 5 cadaver swine heads were obtained prospectively. Five radiopaque fiducial markers were attached to each cadaver skull by using resin screws. Automatic MRI-CBCT rigid registrations were performed. The specimens were then scanned using a 3-dimensional (3-D) laser scanner. The 3-D coordinate points for the centroid of the attached fiducial markers from laser scan were identified and considered ground truth. The distances between marker centroids were measured with MRI, CBCT, and MRI-CBCT. Accuracy was calculated by using repeated measures analysis of variance and mean difference values. The registration method was repeated 10 times for each specimen in MRI to measure the average error. RESULTS There was no significant difference (P > .05) in mean distances of the markers between all images and the ground truth. The distances' mean difference between MRI, CBCT, and MRI-CBCT and the ground truth were 0.2 ± 1.1 mm, 0.3 ± 1.0 mm, 0.2 ± 1.2 mm, respectively. The detected method error ranged between 0.06 mm and 0.1 mm. CONCLUSION The cross-modality image registration algorithm is accurate for head MRI-CBCT registration.
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Affiliation(s)
- Mohammed A Q Al-Saleh
- PhD Student, Orthodontic Graduate Program, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada.
| | - Kumaradevan Punithakumar
- Assistant Professor, Servier Virtual Cardiac Centre, Mazankowski Alberta Heart Institute and Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
| | - Jacob L Jaremko
- Assistant Professor, Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Noura A Alsufyani
- Assistant Professor, School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Pierre Boulanger
- Professor, Department of Computing Science, Faculty of Science, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- Lead, School of Dentistry, Professor and Chair of the Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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