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Hamad KQA, Said KN, Engelschalk M, Matoug-Elwerfelli M, Gupta N, Eric J, Ali SA, Ali K, Daas H, Alhaija ESA. Taxonomic discordance of immersive realities in dentistry: A systematic scoping review.: Taxonomic discordance of immersive realities. J Dent 2024:105058. [PMID: 38729286 DOI: 10.1016/j.jdent.2024.105058] [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: 01/18/2024] [Revised: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 05/12/2024] Open
Abstract
OBJECTIVES This review aimed to map taxonomy frameworks, descriptions, and applications of immersive technologies in the dental literature. DATA The Preferred reporting items for systematic reviews and meta-analyses extension for scoping reviews (PRISMA-ScR) guidelines was followed, and the protocol was registered at open science framework platform (https://doi.org/10.17605/OSF.IO/H6N8M). SOURCES Systematic search was conducted in MEDLINE (via PubMed), Scopus, and Cochrane Library databases, and complemented by manual search. STUDY SELECTION A total of 84 articles were included, with 81% between 2019 and 2023. Most studies were experimental (62%), including education (25%), protocol feasibility (20%), in vitro (11%), and cadaver (6%). Other study types included clinical report/technique article (24%), clinical study (9%), technical note/tip to reader (4%), and randomized controlled trial (1%). Three-quarters of the included studies were published in oral and maxillofacial surgery (38%), dental education (26%), and implant (12%) disciplines. Methods of display included head mounted display device (HMD) (55%), see through screen (32%), 2D screen display (11%), and projector display (2%). Descriptions of immersive realities were fragmented and inconsistent with lack of clear taxonomy framework for the umbrella and the subset terms including virtual reality (VR), augmented reality (AR), mixed reality (MR), augmented virtuality (AV), extended reality, and X reality. CONCLUSIONS Immersive reality applications in dentistry are gaining popularity with a notable surge in the number of publications in the last 5 years. Ambiguities are apparent in the descriptions of immersive realities. A taxonomy framework based on method of display (full or partial) and reality class (VR, AR, or MR) is proposed. CLINICAL SIGNIFICANCE Understanding different reality classes can be perplexing due to their blurred boundaries and conceptual overlapping. Immersive technologies offer novel educational and clinical applications. This domain is fast developing. With the current fragmented and inconsistent terminologies, a comprehensive taxonomy framework is necessary.
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Affiliation(s)
- Khaled Q Al Hamad
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar.
| | - Khalid N Said
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar; Hamad Medical Corporation
| | - Marcus Engelschalk
- Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Germany
| | | | - Nidhi Gupta
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
| | - Jelena Eric
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
| | - Shaymaa A Ali
- Hamad Medical Corporation; College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
| | - Kamran Ali
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
| | - Hanin Daas
- College of Dental Medicine, QU Health, Qatar University, Doha, Qatar
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Ozkan E. Mechanical shock test simulation analysis of butterfly valves developed for the naval defense industry and evaluation of real test and production data. Sci Rep 2024; 14:9692. [PMID: 38678038 PMCID: PMC11055919 DOI: 10.1038/s41598-024-60302-4] [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] [Received: 09/22/2023] [Accepted: 04/21/2024] [Indexed: 04/29/2024] Open
Abstract
The main purpose of this study is to investigate the mechanical shock behavior and develop the shock resistance of widely preferred butterfly valves for navy defense industries by handling the real test results with computer aided design and simulation programs. The 2D and 3D drawings were realized by using solid modeling and design programs. Mechanical analyzes to determine the mechanical strength of the specimens were carried out with the finite element analysis method by using structural simulation program. Mechanical shock test simulations were carried out by with shock response spectrum analysis. Solidification, filling-time-temperature analyzes, and simulation studies of inner stresses caused by micro and macro shrinkages were performed by using the casting simulation program. Comparisons of virtual tests simulated in computer environment with real tests were done in shock test setup. Products made of bronze were preferred due to the high corrosion resistance and the desire to be a useful research article that can respond to common applications in the defense industry. Virtual shock test simulation and real shock tests were performed according to the MIL STD 810 standard. The shock test results observations showed that by revising the design with a safety factor of 18% on the specimen, it was ensured that the product could pass the mechanical shock test even at an acceleration of 4000 m/s2. Then material become safe to use. With the use of a three-way feeder in the production of the reinforced design the difference in net weight from 19% has been reduced to 12%, while the production time has been improved by 22%.
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Wilkat M, Liu S, Schwerter M, Schrader F, Saigo L, Karnatz N, Kübler NR, Rana M. A New Approach to Virtual Occlusion in Orthognathic Surgery Planning Using Mixed Reality-A Technical Note and Review of the Literature. J Pers Med 2023; 13:1709. [PMID: 38138936 PMCID: PMC10744857 DOI: 10.3390/jpm13121709] [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] [Received: 11/05/2023] [Revised: 12/11/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
Orthognathic surgery plays a vital role in correcting various skeletal discrepancies of the maxillofacial region. Achieving optimal occlusion is a fundamental aspect of orthognathic surgery planning, as it directly influences postoperative outcomes and patient satisfaction. Traditional methods for setting final occlusion involve the use of dental casts which are time-consuming, prone to errors and cannot be easily shared among collaborating specialties. In recent years, advancements in digital technology have introduced innovative approaches, such as virtual occlusion, which may offer enhanced accuracy and efficiency in orthognathic surgery planning. Furthermore, the emergence of mixed reality devices and their 3D visualization capabilities have brought about novel benefits in the medical field, particularly in computer-assisted planning. This paper presents for the first time a prototype tool for setting virtual occlusion during orthognathic surgery planning using mixed reality technology. A complete walkthrough of the workflow is presented including an explanation of the implicit advantages of this novel tool. The new approach to defining virtual occlusion is set into context with other published methods of virtual occlusion setting, discussing advantages and limitations as well as concepts of surgical occlusion for orthognathic surgery.
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Affiliation(s)
- Max Wilkat
- Department of Oral and Plastic Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225 Düsseldorf, Germany
| | - Shufang Liu
- Brainlab AG, Olof-Palme-Str. 9, 81829 München, Germany
| | | | - Felix Schrader
- Department of Oral and Plastic Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225 Düsseldorf, Germany
| | - Leonardo Saigo
- Department of Oral and Maxillofacial Surgery, National Dental Centre Singapore, 5 Second Hospital Ave., Singapore 168938, Singapore
| | - Nadia Karnatz
- Department of Oral and Plastic Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225 Düsseldorf, Germany
| | - Norbert R. Kübler
- Department of Oral and Plastic Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225 Düsseldorf, Germany
| | - Majeed Rana
- Department of Oral and Plastic Maxillofacial Surgery, Heinrich Heine University Hospital Düsseldorf, Moorenstraße 5, 40225 Düsseldorf, Germany
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Delpachitra SN, Bordbar P. Surgical accuracy of CAD/CAM splints using virtual surgical planning in orthognathic surgery: policy implications for healthcare in Australia. ANZ J Surg 2023; 93:2742-2747. [PMID: 37872730 DOI: 10.1111/ans.18733] [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: 04/25/2023] [Revised: 08/28/2023] [Accepted: 10/01/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND This study examines post-surgical outcomes of maxillary position using virtual surgical planning (VSP) with computer designed and manufactured surgical splints, without the use of costly patient specific implants (PSI), in the treatment of routine nonsyndromic orthognathic patients. The cost of these personalized medical devices and their impact in the setting of cranio-maxillofacial surgery is currently under review by The Department of Health and Aged Care in Australia. METHODS This is a single-centre retrospective analysis of 49 patients who underwent bimaxillary orthognathic surgery by a single surgeon at Epworth Richmond Hospital (Victoria, Australia) over a period spanning 2016 to 2020. Patients were included in the study provided their surgery was facilitated using VSP with manufacture of computer designed occlusal splints. RESULTS Use of computer designed and manufactured splints were highly reliable in reproducing the virtual surgical plan, when using palatal plane, upper incisor angulation, and anterior upper facial height. CONCLUSION Use of computer designed and manufactured splints provide a method of leveraging the accuracy of VSP methods, without the additional costs associated with PSI. These findings may assist in appropriate resource allocation and case stratification in patients undergoing orthognathic surgery.
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Affiliation(s)
- Seth Navinda Delpachitra
- Oral and Maxillofacial Surgery, Faculty of Medicine Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Patrishia Bordbar
- Oral and Craniomaxillofacial Surgery, Epworth Richmond Hospital, Richmond, Victoria, Australia
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Tomomatsu N, Takahara N, Akaike Y, Sato Y, Kurasawa Y, Yoda T. Postoperative stability of bioresorbable plates made of 85:15 poly (L-lactide-co-glycolide) in Le Fort I osteotomy. Oral Surg Oral Med Oral Pathol Oral Radiol 2023; 136:569-576. [PMID: 37640562 DOI: 10.1016/j.oooo.2023.04.016] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/31/2023] [Accepted: 04/20/2023] [Indexed: 08/31/2023]
Abstract
OBJECTIVE Recently, RapidSorb plates (DePuy Synthes) made of 85.15 poly (L-lactide-co-glycolide) have been used for orthognathic surgery; however, reports regarding their effectiveness are limited. We aimed to compare the postoperative stability of RapidSorb plates, RapidSorb combined with titanium (MOJ plates), and MOJ plates in patients who underwent Le Fort I osteotomy at Tokyo Medical and Dental University Hospital. STUDY DESIGN The use of RapidSorb in the maxilla is a load-sharing application and therefore constitutes an approved indication. Discrepancies in the maxillary positions were measured using postoperative computed tomography data at 1 week and 1 year using the centroid method 3-dimensionally. Treatment with RapidSorb alone showed a more vertical discrepancy in the maxilla treatment with MOJ and RapidSorb+MOJ. The RapidSorb4 group was subdivided into 2 groups (under and over 1.0-mm) based on the change in the maxillary centroid. RESULTS The bone gap at the lateral border of the piriform aperture was significantly larger in the over-1.0-mm group than in the 1.0-mm group. CONCLUSIONS The fixation of RapidSorb alone is not appropriate in load-bearing and unstable applications but is not contraindicated for load-sharing indications. Fixation with RapidSorb combined with MOJ was clinically effective, with results similar to titanium plate-only fixation regarding postoperative stability.
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Affiliation(s)
- Nobuyoshi Tomomatsu
- Department of Maxillofacial Surgery, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Namiaki Takahara
- Department of Maxillofacial Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yu Akaike
- Department of Maxillofacial Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yudai Sato
- Center for Advanced Dental Clinical Education of Dental Hospital, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasuhiro Kurasawa
- Department of Maxillofacial Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tetsuya Yoda
- Department of Maxillofacial Surgery, Tokyo Medical and Dental University, Tokyo, Japan
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Gsaxner C, Li J, Pepe A, Jin Y, Kleesiek J, Schmalstieg D, Egger J. The HoloLens in medicine: A systematic review and taxonomy. Med Image Anal 2023; 85:102757. [PMID: 36706637 DOI: 10.1016/j.media.2023.102757] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [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: 08/22/2022] [Revised: 01/05/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023]
Abstract
The HoloLens (Microsoft Corp., Redmond, WA), a head-worn, optically see-through augmented reality (AR) display, is the main player in the recent boost in medical AR research. In this systematic review, we provide a comprehensive overview of the usage of the first-generation HoloLens within the medical domain, from its release in March 2016, until the year of 2021. We identified 217 relevant publications through a systematic search of the PubMed, Scopus, IEEE Xplore and SpringerLink databases. We propose a new taxonomy including use case, technical methodology for registration and tracking, data sources, visualization as well as validation and evaluation, and analyze the retrieved publications accordingly. We find that the bulk of research focuses on supporting physicians during interventions, where the HoloLens is promising for procedures usually performed without image guidance. However, the consensus is that accuracy and reliability are still too low to replace conventional guidance systems. Medical students are the second most common target group, where AR-enhanced medical simulators emerge as a promising technology. While concerns about human-computer interactions, usability and perception are frequently mentioned, hardly any concepts to overcome these issues have been proposed. Instead, registration and tracking lie at the core of most reviewed publications, nevertheless only few of them propose innovative concepts in this direction. Finally, we find that the validation of HoloLens applications suffers from a lack of standardized and rigorous evaluation protocols. We hope that this review can advance medical AR research by identifying gaps in the current literature, to pave the way for novel, innovative directions and translation into the medical routine.
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Affiliation(s)
- Christina Gsaxner
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria; BioTechMed, 8010 Graz, Austria.
| | - Jianning Li
- Institute of AI in Medicine, University Medicine Essen, 45131 Essen, Germany; Cancer Research Center Cologne Essen, University Medicine Essen, 45147 Essen, Germany
| | - Antonio Pepe
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria; BioTechMed, 8010 Graz, Austria
| | - Yuan Jin
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria; Research Center for Connected Healthcare Big Data, Zhejiang Lab, Hangzhou, 311121 Zhejiang, China
| | - Jens Kleesiek
- Institute of AI in Medicine, University Medicine Essen, 45131 Essen, Germany; Cancer Research Center Cologne Essen, University Medicine Essen, 45147 Essen, Germany
| | - Dieter Schmalstieg
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria; BioTechMed, 8010 Graz, Austria
| | - Jan Egger
- Institute of Computer Graphics and Vision, Graz University of Technology, 8010 Graz, Austria; Institute of AI in Medicine, University Medicine Essen, 45131 Essen, Germany; BioTechMed, 8010 Graz, Austria; Cancer Research Center Cologne Essen, University Medicine Essen, 45147 Essen, Germany
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Ramirez AL, Townsend AN, Weber L, Piccinini PS, Wolfe EM, Taylor MW, Haglund TA, Shraiteh MA, Hannan R, Fader ME, Ragheb J, Wolfe SA, Steinberg JP. An Oncoplastic Approach to Primary Pediatric Pterygomaxillary Osteosarcoma. Cleft Palate Craniofac J 2023:10556656231154814. [PMID: 36972482 DOI: 10.1177/10556656231154814] [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: 03/29/2023] Open
Abstract
Osteosarcomas arising within the pterygomaxillary/infratemporal fossa region are rare among the pediatric population. Survival rates are most influenced by tumor resection with negative margins, which can be dependent on surgical accessibility of the tumor site. The pterygomaxillary/infratemporal fossa location poses several challenges to safe and adequate tumor resection, including proximity of the facial nerve and great vessels and scarring associated with traditional transfacial approaches. In this article, we present the case of a 6-year-old boy with an osteosarcoma of the left pterygomaxillary/infratemporal fossa region successfully managed with an "oncoplastic" approach, incorporating the use of CAD/CAM and mixed reality technologies.
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Affiliation(s)
- Ashley L Ramirez
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | | | - Lee Weber
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | - Pedro S Piccinini
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | - Erin M Wolfe
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | - Marek W Taylor
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | - Thomas A Haglund
- Cardiovascular Surgery Advanced Projects Laboratory, Nicklaus Children's Hospital, Miami, FL, USA
| | - Muhanad A Shraiteh
- Cardiovascular Surgery Advanced Projects Laboratory, Nicklaus Children's Hospital, Miami, FL, USA
| | - Robert Hannan
- Cardiovascular Surgery Advanced Projects Laboratory, Nicklaus Children's Hospital, Miami, FL, USA
| | - Maggie E Fader
- Division of Hematology/Oncology, Nicklaus Children's Hospital, Miami, FL, USA
| | - John Ragheb
- Division of Neurosurgery, Nicklaus Children's Hospital, Miami, FL, USA
| | - S Anthony Wolfe
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
| | - Jordan P Steinberg
- Division of Plastic Surgery, 5447Nicklaus Children's Hospital, Miami, FL, USA
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Koyama Y, Sugahara K, Koyachi M, Tachizawa K, Iwasaki A, Wakita I, Nishiyama A, Matsunaga S, Katakura A. Mixed reality for extraction of maxillary mesiodens. Maxillofac Plast Reconstr Surg 2023; 45:1. [PMID: 36602618 PMCID: PMC9816364 DOI: 10.1186/s40902-022-00370-6] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 12/25/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Mesiodentes are the most common supernumerary teeth. The cause is not fully understood, although proliferations of genetic factors and the dental lamina have been implicated. Mesiodentes can cause delayed or ectopic eruption of permanent incisors, which can further alter occlusion and appearance. Careful attention should be paid to the position and direction of the mesiodentes because of possible damage to adjacent roots in the permanent dentition period, errant extraction in the deciduous and mixed dentition periods, and damage to the permanent tooth embryo. To avoid these complications, we applied mixed reality (MR) technology using the HoloLens® (Microsoft, California). In this study, we report on three cases of mesiodentes extraction under general anesthesia using MR technology. RESULTS The patients ranged in age from 6 to 11 years, all three were boys, and the direction of eruption was inverted in all cases. The extraction approach was palatal in two cases and labial in one case. The average operative time was 32 min, and bleeding was minimal in all cases. No intraoperative or postoperative complications occurred. An image was shared preoperatively with all the surgeons using an actual situation model. Three surgeons used Microsoft HoloLens® during surgery, shared MR, and operated while superimposing the application image in the surgical field. CONCLUSIONS The procedure was performed safely; further development of MR surgery support systems in the future is suggested.
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Affiliation(s)
- Yu Koyama
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Keisuke Sugahara
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan ,grid.265070.60000 0001 1092 3624Oral Health Science Center, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Masahide Koyachi
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Kotaro Tachizawa
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Akira Iwasaki
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Ichiro Wakita
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Akihiro Nishiyama
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Satoru Matsunaga
- grid.265070.60000 0001 1092 3624Department of Anatomy, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
| | - Akira Katakura
- grid.265070.60000 0001 1092 3624Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan ,grid.265070.60000 0001 1092 3624Oral Health Science Center, Tokyo Dental College, 2-9-18 Kanda Misaki-Cho, Chiyoda-Ku, Tokyo, Japan
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Portnoy Y, Koren J, Khoury A, Factor S, Dadia S, Ran Y, Benady A. Three-dimensional technologies in presurgical planning of bone surgeries: current evidence and future perspectives. Int J Surg 2023; 109:3-10. [PMID: 36799780 PMCID: PMC10389328 DOI: 10.1097/js9.0000000000000201] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 07/14/2022] [Accepted: 11/20/2022] [Indexed: 02/18/2023]
Abstract
BACKGROUND The recent development of three-dimensional (3D) technologies introduces a novel set of opportunities to the medical field in general, and specifically to surgery. The preoperative phase has proven to be a critical factor in surgical success. Utilization of 3D technologies has the potential to improve preoperative planning and overall surgical outcomes. In this narrative review article, the authors describe existing clinical data pertaining to the current use of 3D printing, virtual reality, and augmented reality in the preoperative phase of bone surgery. METHODS The methodology included keyword-based literature search in PubMed and Google Scholar for original articles published between 2014 and 2022. After excluding studies performed in nonbone surgery disciplines, data from 61 studies of five different surgical disciplines were processed to be included in this narrative review. RESULTS Among the mentioned technologies, 3D printing is currently the most advanced in terms of clinical use, predominantly creating anatomical models and patient-specific instruments that provide high-quality operative preparation. Virtual reality allows to set a surgical plan and to further simulate the procedure via a 2D screen or head mounted display. Augmented reality is found to be useful for surgical simulation upon 3D printed anatomical models or virtual phantoms. CONCLUSIONS Overall, 3D technologies are gradually becoming an integral part of a surgeon's preoperative toolbox, allowing for increased surgical accuracy and reduction of operation time, mainly in complex and unique surgical cases. This may eventually lead to improved surgical outcomes, thereby optimizing the personalized surgical approach.
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Affiliation(s)
- Yotam Portnoy
- First Faculty of Medicine, Charles University in Prague, Prague, Czechia
| | - Jonathan Koren
- First Faculty of Medicine, Charles University in Prague, Prague, Czechia
| | - Amal Khoury
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
| | - Shai Factor
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
| | - Solomon Dadia
- Sackler School of Medicine, Tel Aviv University
- Levin Center of 3D Printing and Surgical Innovation
- National Unit of Orthopedic Oncology
| | - Yuval Ran
- Sackler School of Medicine, Tel Aviv University
- Office of the Deputy Medical Manager, Tel Aviv Medical Center, Tel Aviv, Israel
| | - Amit Benady
- Sackler School of Medicine, Tel Aviv University
- Division of Orthopaedic Surgery
- Levin Center of 3D Printing and Surgical Innovation
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Ceccariglia F, Cercenelli L, Badiali G, Marcelli E, Tarsitano A. Application of Augmented Reality to Maxillary Resections: A Three-Dimensional Approach to Maxillofacial Oncologic Surgery. J Pers Med 2022; 12:jpm12122047. [PMID: 36556268 PMCID: PMC9785494 DOI: 10.3390/jpm12122047] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/03/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
In the relevant global context, although virtual reality, augmented reality, and mixed reality have been emerging methodologies for several years, only now have technological and scientific advances made them suitable for revolutionizing clinical care and medical settings through the provision of advanced features and improved healthcare services. Over the past fifteen years, tools and applications using augmented reality (AR) have been designed and tested in the context of various surgical and medical disciplines, including maxillofacial surgery. The purpose of this paper is to show how a marker-less AR guidance system using the Microsoft® HoloLens 2 can be applied in mandible and maxillary demolition surgery to guide maxillary osteotomies. We describe three mandibular and maxillary oncologic resections performed during 2021 using AR support. In these three patients, we applied a marker-less tracking method based on recognition of the patient's facial profile. The surgeon, using HoloLens 2 smart glasses, could see the virtual surgical planning superimposed on the patient's anatomy. We showed that performing osteotomies under AR guidance is feasible and viable, as demonstrated by comparison with osteotomies performed using CAD-CAM cutting guides. This technology has advantages and disadvantages. However, further research is needed to improve the stability and robustness of the marker-less tracking method applied to patient face recognition.
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Affiliation(s)
- Francesco Ceccariglia
- Oral and Maxillo-Facial Surgery Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy
- Maxillofacial Surgery Unit, Department of Biomedical and Neuromotor Science, University of Bologna, 40138 Bologna, Italy
- Correspondence: ; Tel.: +39-051-2144197
| | - Laura Cercenelli
- eDimes Lab-Laboratory of Bioengineering, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy
| | - Giovanni Badiali
- Oral and Maxillo-Facial Surgery Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy
- Maxillofacial Surgery Unit, Department of Biomedical and Neuromotor Science, University of Bologna, 40138 Bologna, Italy
| | - Emanuela Marcelli
- eDimes Lab-Laboratory of Bioengineering, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy
| | - Achille Tarsitano
- Oral and Maxillo-Facial Surgery Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy
- Maxillofacial Surgery Unit, Department of Biomedical and Neuromotor Science, University of Bologna, 40138 Bologna, Italy
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Wan X, Shen L, Fang Z, Dong S, Zhang S, Lin C. A novel motionless calibration method for augmented reality surgery navigation system based on optical tracker. Heliyon 2022; 8:e12115. [PMID: 36590529 DOI: 10.1016/j.heliyon.2022.e12115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 09/25/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
Augmented reality (AR) surgery navigation systems display the pre-operation planned virtual model at the accurate position in the real surgical scene to assist the operation. Accurate calibration of the mapping relationship between the virtual coordinate and the real world is the key to the virtual-real fusion effect. Former calibration methods require the doctor user to conduct complex manual procedures before usage. This paper introduces a novel motionless virtual-real calibration method. The method only requires to take a mixed reality image containing both virtual and real marker balls using the built-in forward camera of the AR glasses. The mapping relationship between the virtual and real spaces is calculated by using the camera coordinate system as a transformation medium. The composition and working process of the AR navigation system is introduced, and then the mathematical principle of the calibration is designed. The feasibility of the proposed calibration scheme is verified with a verification experiment, and the average registration accuracy of the scheme is around 5.80mm, which is of same level of formerly reported methods. The proposed method is convenient and rapid to implement, and the calibration accuracy is not dependent on the user experience. Further, it can potentially realize the real-time update of the registration transformation matrix, which can improve the AR fusion accuracy when the AR glasses moves. This motionless calibration method has great potential to be applied in future clinical navigation research.
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12
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Palumbo A. Microsoft HoloLens 2 in Medical and Healthcare Context: State of the Art and Future Prospects. Sensors (Basel) 2022; 22:s22207709. [PMID: 36298059 PMCID: PMC9611914 DOI: 10.3390/s22207709] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [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: 09/07/2022] [Revised: 09/29/2022] [Accepted: 10/07/2022] [Indexed: 05/08/2023]
Abstract
In the world reference context, although virtual reality, augmented reality and mixed reality have been emerging methodologies for several years, only today technological and scientific advances have made them suitable to revolutionize clinical care and medical contexts through the provision of enhanced functionalities and improved health services. This systematic review provides the state-of-the-art applications of the Microsoft® HoloLens 2 in a medical and healthcare context. Focusing on the potential that this technology has in providing digitally supported clinical care, also but not only in relation to the COVID-19 pandemic, studies that proved the applicability and feasibility of HoloLens 2 in a medical and healthcare scenario were considered. The review presents a thorough examination of the different studies conducted since 2019, focusing on HoloLens 2 medical sub-field applications, device functionalities provided to users, software/platform/framework used, as well as the study validation. The results provided in this paper could highlight the potential and limitations of the HoloLens 2-based innovative solutions and bring focus to emerging research topics, such as telemedicine, remote control and motor rehabilitation.
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Affiliation(s)
- Arrigo Palumbo
- Department of Medical and Surgical Sciences, Magna Græcia University, 88100 Catanzaro, Italy
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13
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Cui Y. The Computer-Aided Design Algorithm of Dyeing and Weaving Graphics from the Perspective of Public Art. Comput Intell Neurosci 2022; 2022:2604302. [PMID: 35665278 PMCID: PMC9159859 DOI: 10.1155/2022/2604302] [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] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 04/23/2022] [Accepted: 04/28/2022] [Indexed: 11/17/2022]
Abstract
With the acceleration of economic development, people put forward higher requirements for clothing style. In this context, the application of traditional patterns has good artistic effects, can show a unique style, and can also express the artistic beauty of clothing through deformation, color distribution, and other forms, and occupies a relatively large position in the design process of dyeing and weaving art. Aiming at the problem of inaccurate extraction of image information from known visual scenes in the original art-aided design, resulting in unclear output images, this paper proposes a computer-aided design algorithm for dyeing and weaving graphics in the field of public art by color segmentation of the known visual scene images according to the set threshold, morphological processing of the segmented images, reducing noise and fractures affecting the acquired connected areas, and formulating extraction rules to screen candidate areas. Furthermore, dense sampling form is used to extract more scale invariant feature transform (SIFT) target features in the candidate area, match the feature points, integrate the coordinate system of known image information into a unified coordinate system, output the design image, and complete the auxiliary design of dyeing and weaving graphics. The results of simulation experiments show that the computer-aided design algorithm of dyeing and weaving graphics in the public art field is more accurate than the original method in extracting information from known images, which helps to solve the problem of clear output dyeing and weaving images, and improves the quality of dyeing and weaving images.
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Affiliation(s)
- Yan Cui
- Fashion Art Design Department, Hubei Academy of Fine Arts, Wuhan, China
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Morimoto T, Hirata H, Ueno M, Fukumori N, Sakai T, Sugimoto M, Kobayashi T, Tsukamoto M, Yoshihara T, Toda Y, Oda Y, Otani K, Mawatari M. Digital Transformation Will Change Medical Education and Rehabilitation in Spine Surgery. Medicina (B Aires) 2022; 58:508. [PMID: 35454347 PMCID: PMC9030988 DOI: 10.3390/medicina58040508] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 03/22/2022] [Accepted: 03/31/2022] [Indexed: 12/25/2022] Open
Abstract
The concept of minimally invasive spine therapy (MIST) has been proposed as a treatment strategy to reduce the need for overall patient care, including not only minimally invasive spine surgery (MISS) but also conservative treatment and rehabilitation. To maximize the effectiveness of patient care in spine surgery, the educational needs of medical students, residents, and patient rehabilitation can be enhanced by digital transformation (DX), including virtual reality (VR), augmented reality (AR), mixed reality (MR), and extended reality (XR), three-dimensional (3D) medical images and holograms; wearable sensors, high-performance video cameras, fifth-generation wireless system (5G) and wireless fidelity (Wi-Fi), artificial intelligence, and head-mounted displays (HMDs). Furthermore, to comply with the guidelines for social distancing due to the unexpected COVID-19 pandemic, the use of DX to maintain healthcare and education is becoming more innovative than ever before. In medical education, with the evolution of science and technology, it has become mandatory to provide a highly interactive educational environment and experience using DX technology for residents and medical students, known as digital natives. This study describes an approach to pre- and intraoperative medical education and postoperative rehabilitation using DX in the field of spine surgery that was implemented during the COVID-19 pandemic and will be utilized thereafter.
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Sugahara K, Koyama Y, Koyachi M, Watanabe A, Kasahara K, Takano M, Katakura A. A clinico-statistical study of factors associated with intraoperative bleeding in orthognathic surgery. Maxillofac Plast Reconstr Surg 2022; 44:7. [PMID: 35212834 PMCID: PMC8881570 DOI: 10.1186/s40902-022-00336-8] [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] [Received: 01/10/2022] [Accepted: 02/07/2022] [Indexed: 11/28/2022] Open
Abstract
Background Excessive bleeding is a major intraoperative risk associated with orthognathic surgery. This study aimed to investigate the factors involved in massive bleeding during orthognathic surgeries so that safe surgeries can be performed. Patients (n=213) diagnosed with jaw deformities and treated with bimaxillary orthognathic surgery (Le Fort I osteotomy and bilateral sagittal split ramus osteotomy) in the Department of Oral and Maxillofacial Surgery at the Suidobashi Hospital, Tokyo Dental College between January 2014 and December 2016 were included. Using the patients’ medical and operative records, the number of cases according to sex, age at the time of surgery, body mass index (BMI), circulating blood volume, diagnosis of maxillary deformity, direction of maxillary movement, operative duration, incidence of bad split, injury of nasal mucosa, and blood type were analyzed. Results The results revealed that BMI, circulating blood volume, nasal mucosal injury, and operative time were associated with the risk of intraoperative massive bleeding in orthognathic surgeries. Chi-square tests and binomial logistic regression analyses showed significant differences in BMI, circulating blood volume, direction of maxillary movement, operative duration, and injury to the nasal mucosa. Operative duration emerged as the most important risk factor. Furthermore, a >4-mm upward migration of the posterior nasal spine predicted the risk of massive bleeding in orthognathic surgery. Conclusions The upward movement of the maxilla should be recognized during the preoperative planning stage as a risk factor for intraoperative bleeding, and avoiding damage to the nasal mucosa should be considered a requirement for surgeons to prevent massive bleeding during surgery.
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Affiliation(s)
- Keisuke Sugahara
- Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan. .,Oral Health Science Center, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan.
| | - Yu Koyama
- Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Masahide Koyachi
- Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Akira Watanabe
- Department of Oral and Maxillofacial Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Kiyohiro Kasahara
- Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Masayuki Takano
- Department of Oral and Maxillofacial Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Akira Katakura
- Department of Oral Pathobiological Science and Surgery, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan.,Oral Health Science Center, Tokyo Dental College, 2-9-18 Kanda Misaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
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Ito T, Kawashima Y, Yamazaki A, Tsutsumi T. Application of a virtual and mixed reality-navigation system using commercially available devices to the lateral temporal bone resection. Ann Med Surg (Lond) 2021; 72:103063. [PMID: 34824840 PMCID: PMC8604738 DOI: 10.1016/j.amsu.2021.103063] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/10/2021] [Accepted: 11/10/2021] [Indexed: 12/24/2022] Open
Abstract
Background Lateral temporal bone resection (LTBR) is performed for stage T1-2 external ear malignant tumors and requires spatial anatomical knowledge of the rare surgical field. Objective This paper presents a novel virtual reality (VR) based surgical simulation and navigation system using only commercially available display device and an online software, to assist in the understanding of the anatomy pre and intraoperatively. Result and conclusion VR model created by 3D Slicer modules and visualized on head mounted display enabled users to simulate and learn surgical techniques of a rare surgical case. 3D hologram through HoloLens assisted the surgeon in comprehending the spatial relationship between crucial vital structures and the pathological lesion during the operation. This platform does not require the users to possess specific programming skill or knowledge, and is therefore applicable in daily clinical usage. Lateral temporal bone resection (LTBR) is standard operative procedure for early-staged malignant tumors of external ear canals. However, many surgeons lack the opportunity to learn the surgical techniques because of its rarity. We report a usage of novel virtual reality based surgical simulation and navigation system for studying the anatomy and the operative steps in LTBR. 3D holograms with head-mounted display will provide revolutionary tool in assisting surgical planning, intraoperative referencing and navigation of otologic and skull base surgery.
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Affiliation(s)
- Taku Ito
- Department of Otolaryngology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yoshiyuki Kawashima
- Department of Otolaryngology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ayame Yamazaki
- Department of Otolaryngology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takeshi Tsutsumi
- Department of Otolaryngology, Tokyo Medical and Dental University, Tokyo, Japan
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Kim CS, Lee H. Comparison of actual amount of movement with surgical treatment objective in the orthognathic maxillary repositioning. J Stomatol Oral Maxillofac Surg 2021; 123:e85-e89. [PMID: 34507005 DOI: 10.1016/j.jormas.2021.09.001] [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] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 09/06/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To compare the postoperative position of the maxilla with the surgical treatment objectives (STO) in bimaxillary orthognathic surgery for evaluating the surgical accuracy and investigating the pattern and cause of the discrepancy. METHODS Patients undergoing conventional bimaxillary orthognathic surgery by a single oral and maxillofacial surgeon were enrolled. Utilizing the superimposition of preoperative and postoperative computed tomography images, the actual amounts of positional change of both the maxillary central incisor and first molars were compared with those of STO. All the patients were divided into two groups according to the actual discrepancy between STO and the postoperative position and factors that may affect surgical accuracy were analyzed. RESULTS In 62 cases, the absolute mean value of the positional difference between STO and the actual outcome was 2.20 mm (X-axis, 0.93 mm; Y-axis, 1.31 mm; and Z-axis, 1.09 mm) in the maxillary central incisor. The signed mean value of the central incisor was -0.07 mm, 0.79 mm, and -0.57 mm in the X-, Y-, and Z-axes, respectively, and the value in the Y- and Z-axes showed a statistically significant difference in comparison with STO (P<0.01). Age, sex, skeletal Angle classification, maxillary and mandibular profile, use of 3D virtual surgery, facial asymmetry, and yawing correction did not show a statistically significant correlation with surgical accuracy at the central incisor. CONCLUSION There was an acceptable range of discrepancy between postoperative maxillary position and STO after orthognathic surgery; however, there was a tendency for posterior and downward movement in the maxillary anterior teeth.
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Affiliation(s)
- Chang-Su Kim
- Department of Oral and Maxillofacial Surgery, Section of Dentistry, Seoul Metropolitan government - Seoul National University Boramae Medical Center
| | - Ho Lee
- Department of Oral and Maxillofacial Surgery, Section of Dentistry, Seoul Metropolitan government - Seoul National University Boramae Medical Center.
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Abstract
Since Microsoft HoloLens first appeared in 2016, HoloLens has been used in various industries, over the past five years. This study aims to review academic papers on the applications of HoloLens in several industries. A review was performed to summarize the results of 44 papers (dated between January 2016 and December 2020) and to outline the research trends of applying HoloLens to different industries. This study determined that HoloLens is employed in medical and surgical aids and systems, medical education and simulation, industrial engineering, architecture, civil engineering and other engineering fields. The findings of this study contribute towards classifying the current uses of HoloLens in various industries and identifying the types of visualization techniques and functions.
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Winnand P, Ayoub N, Redick T, Gesenhues J, Heitzer M, Peters F, Raith S, Abel D, Hölzle F, Modabber A. Navigation of iliac crest graft harvest using markerless augmented reality and cutting guide technology: A pilot study. Int J Med Robot 2021; 18:e2318. [PMID: 34328700 DOI: 10.1002/rcs.2318] [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: 03/04/2021] [Revised: 07/27/2021] [Accepted: 03/04/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Defects of the facial skeleton often require complex reconstruction with vascularized grafts. This trial elucidated the usability, visual perception and accuracy of a markerless augmented reality (AR)-guided navigation for harvesting iliac crest transplants. METHODS Random CT scans were used to virtually plan two common transplant configurations on 10 iliac crest models, each printed four times. The transplants were harvested using projected AR and cutting guides. The duration and accuracies of the angulation, distance and volume between the planned and executed osteotomies were measured. RESULTS AR was characterized by the efficient use of time and accurate rendition of preoperatively planned geometries. However, vertical osteotomies and complex anatomical settings displayed significant inferiority of AR guidance compared to cutting guides. CONCLUSIONS This study demonstrated the usability of a markerless AR setup for harvesting iliac crest transplants. The visual perception and accuracy of the AR-guided osteotomies constituted remaining weaknesses against cutting guide technology.
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Affiliation(s)
- Philipp Winnand
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Nassim Ayoub
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Tim Redick
- Institute of Automatic Control, RWTH Aachen University, Aachen, Germany
| | - Jonas Gesenhues
- Institute of Automatic Control, RWTH Aachen University, Aachen, Germany
| | - Marius Heitzer
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Florian Peters
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Stefan Raith
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Dirk Abel
- Institute of Automatic Control, RWTH Aachen University, Aachen, Germany
| | - Frank Hölzle
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Ali Modabber
- Department of Oral and Maxillofacial Surgery, University Hospital RWTH Aachen, Aachen, Germany
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