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Bedoya MA, Iwasaka-Neder J, Chauvin NA, Samet JD, Meyers AB, Acharya PT, Morin CE, Aquino M, Davis JC, Thomas A. Rapid MRI for acute pediatric MSK infections: survey of current utilization and procedural practices. Pediatr Radiol 2025:10.1007/s00247-025-06206-5. [PMID: 40072522 DOI: 10.1007/s00247-025-06206-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 02/18/2025] [Accepted: 02/20/2025] [Indexed: 03/14/2025]
Abstract
BACKGROUND Some institutions have implemented rapid MRI protocols for acute musculoskeletal (MSK) infections as an attempt to improve early diagnosis. OBJECTIVE To assess current utilization of pediatric rapid MSK MRI protocols (abbreviated protocol, no IV (intravenous) contrast, and no sedation) using a survey. MATERIALS AND METHODS A 10-question survey was sent to members of the Society for Pediatric Radiology (SPR) and the Society of Skeletal Radiology, which differed depending on whether a rapid protocol was used or not. The survey was conducted by the SPR MSK and MRI committees. RESULTS A total of 134 surveys (representing 99 institutions) were completed. Twenty-two percent (22/99) of institutions used a rapid protocol. Pediatric institutions were more likely to perform it when compared to adult institutions (P-value<0.01, 37% (14/38) vs. 13% (8/61)). Comparing institutions that use rapid protocol with institutions that do not, the availability of on-call MRI technologists did not differ (P-value=0.33), and pediatric radiologists were more likely to interpret these studies (73% (16/22) vs. 36% (28/77), P-value=0.02). Reported rapid MRI completion times took less than 15 min in 64% (14/22) of the institutions. Seventy-three percent (16/22) of institutions performing rapid protocols have radiologists check images to evaluate the need for additional sequences or contrast. Sixty-eight percent (25/37) reported being very satisfied with rapid protocols. Seventy-seven of 99 institutions do not use a rapid protocol due to a lack of a consensus protocol and concerns about missing findings. Of these institutions, 62% (48/77) administer IV contrast routinely. CONCLUSION There is limited and variable utilization of rapid MRI protocols for acute pediatric MSK infection. Lack of accepted consensus protocol is the most common reason for non-implementation, highlighting the need for consensus-driven rapid protocols.
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Affiliation(s)
| | | | | | | | - Arthur B Meyers
- Cincinnati Children's Hospital Medical Center, Cincinnati, USA
| | | | - Cara E Morin
- Cincinnati Children's Hospital Medical Center, Cincinnati, USA
| | | | | | - Anna Thomas
- Children'S Hospital of los Angeles, Los Angeles, CA 90027, USA.
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Ferraciolli SF, Boechat MI, Shu Y, Anu M, Harris C, Van Vorstenbosch-Lynn E, Kilborn T, Lam W, Ho ML, Kasznia-Brown J, Jaimes C, Gee MS. International standardization of pediatric magnetic resonance imaging protocols: creation of the World Federation of Pediatric Imaging MR Protocols Committee. Pediatr Radiol 2025; 55:375-383. [PMID: 39903262 DOI: 10.1007/s00247-024-06154-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 12/20/2024] [Accepted: 12/24/2024] [Indexed: 02/06/2025]
Abstract
The World Federation of Pediatric Imaging (WFPI) MR Protocols Committee was formed in response to the critical need for standardized magnetic resonance imaging (MRI) protocols tailored specifically for pediatric populations. This initiative addresses the inherent challenges and variabilities in pediatric MRI practices due to the unique physiological and anatomical characteristics of children, which often result in extended scan times, increased costs, and greater need for sedation. The committee, comprising a diverse group of international radiologists, pediatric imaging societies, and major MRI vendors, collaboratively developed a comprehensive set of MRI protocols. These protocols are designed to enhance diagnostic accuracy, reduce sedation use, and streamline workflows, thereby minimizing healthcare disparities across global regions. Protocols cover a wide range of applications, including neuroradiology, abdominal imaging, and musculoskeletal conditions, with specific focus on practical implementation in both high-resource and resource-limited settings. After rigorous development and refinement through global feedback, these protocols have been made accessible through the WFPI website and will be directly integrated into MRI systems via vendor collaborations. These protocols provide a flexible, foundational approach that can be adapted to suit the needs of centers worldwide. This ensures that even basic protocols are accessible across different settings, allowing customization based on available resources and specific clinical demands.
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Affiliation(s)
- Suely Fazio Ferraciolli
- Massachusetts General Hospital, 55, Fruit Street, Boston, MA, 02114, USA.
- Harvard University, Cambridge, MA, USA.
| | | | | | - Meaza Anu
- Children's National Hospital, Washington, DC, USA
| | | | | | | | - Wendy Lam
- HK Children's Hospital, Hong Kong, China
| | - Mai-Lan Ho
- University of California, Los Angeles, CA, USA
| | | | - Camilo Jaimes
- Massachusetts General Hospital, 55, Fruit Street, Boston, MA, 02114, USA
- Harvard University, Cambridge, MA, USA
| | - Michael S Gee
- Massachusetts General Hospital, 55, Fruit Street, Boston, MA, 02114, USA
- Harvard University, Cambridge, MA, USA
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Uramatsu M, Takahashi H, Barach P, Fujisawa Y, Takahashi M, Mishima S, Yamanaka G. Improving pediatric magnetic resonance imaging safety by enhanced non-technical skills and team collaboration. Brain Dev 2025; 47:104311. [PMID: 39729739 DOI: 10.1016/j.braindev.2024.104311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 12/02/2024] [Accepted: 12/04/2024] [Indexed: 12/29/2024]
Abstract
BACKGROUND Safe pediatric magnetic resonance imaging (MRI) ideally relies on non-sedative techniques, as avoiding risky sedation is inherently safer. However, in practice, sedation often becomes unavoidable, particularly for younger children or those with anxiety, to ensure motion-free, high-quality imaging. This narrative review explores the current practices and proposes strategies to enhance safety in pediatric MRI examinations. METHODS We identified and analyzed 247 studies addressing various aspects of pediatric MRI safety, including sedation protocols, patient monitoring, and team-based management approaches. RESULTS Safe sedation requires careful drug selection tailored to individual needs, continuous monitoring, and robust emergency preparedness. While efforts are underway to minimize sedation, safer drug protocols and improved monitoring technologies remain essential. Assembling dedicated MRI teams trained in both technical and non-technical skills-such as situational awareness, communication, and teamwork-supports these strategies. Structured team briefings covering monitoring procedures, emergency scenarios, response protocols, and specific resuscitation roles are also critical. Developing a strong organizational culture that promotes patient safety and continuous learning from incident reports helps ensure ongoing improvements. CONCLUSIONS Achieving safe pediatric MRI examinations requires balancing the need for sedation with the goal of minimizing its use. Strengthening collaboration, refining sedation protocols, and implementing advanced safety monitoring systems are essential steps. Further advancements in imaging technologies are also necessary to reliably obtain high-quality scans without sedation, reducing risks and improving patient outcomes.
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Affiliation(s)
- Masashi Uramatsu
- Department of Quality and Patient Safety, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan.
| | - Hidekuni Takahashi
- Department of Pediatrics and Adolescent Medicine, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Paul Barach
- Jefferson College of Population Health, 4201 Henry Avenue, Philadelphia, PA 19144, USA; Interdisciplinary Research Institute for Health Law and Science, Sigmund Freud University, Freudplatz 1, 1020 Vienna, Austria; Department of Surgery, Imperial College, Hammersmith Hospital,Du Cane Road, London, W12 0NN, United Kingdom; Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd., Chapel Hill, NC 27599-7590, USA
| | - Yoshikazu Fujisawa
- Department of Quality and Patient Safety, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan; School of Project Design, Miyagi University, 1 Gakuen, Taiwa-cho, Kurokawa-gun, Miyagi 981-3298, Japan
| | - Megumi Takahashi
- Department of Quality and Patient Safety, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Shiro Mishima
- Department of Quality and Patient Safety, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Gaku Yamanaka
- Department of Pediatrics and Adolescent Medicine, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
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Ramaniharan AK, Pednekar A, Parikh NA, Nagaraj UD, Manhard MK. A single 1-min brain MRI scan for generating multiple synthetic image contrasts in awake children from quantitative relaxometry maps. Pediatr Radiol 2025; 55:312-323. [PMID: 39692886 DOI: 10.1007/s00247-024-06113-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 11/08/2024] [Accepted: 11/16/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND Diagnostically adequate contrast and spatial resolution in brain MRI require prolonged scan times, leading to motion artifacts and image degradation in awake children. Rapid multi-parametric techniques can produce diagnostic images in awake children, which could help to avoid the need for sedation. OBJECTIVE To evaluate the utility of a rapid echo-planar imaging (EPI)-based multi-inversion spin and gradient echo (MI-SAGE) technique for generating multi-parametric quantitative brain maps and synthetic contrast images in awake pediatric participants. MATERIALS AND METHODS In this prospective IRB-approved study, awake research participants 3-10 years old were scanned using MI-SAGE, MOLLI, GRASE, mGRE, and T1-, T2-, T2*-, and FLAIR-weighted sequences. The MI-SAGE T1, T2, and T2* maps and synthetic images were estimated offline. The MI-SAGE parametric values were compared to those from conventional mapping sequences including MOLLI, GRASE, and mGRE, with assessments of repeatability and reproducibility. Synthetic MI-SAGE images and conventional weighted images were reviewed by a neuroradiologist and scored using a 5-point Likert scale. Gray-to-white matter contrast ratios (GWRs) were compared between MI-SAGE synthetic and conventional weighted images. The results were analyzed using the Bland-Altman analysis and intra-class correlation coefficient (ICC). RESULTS A total of 24 healthy participants aged 3 years to 10 years (mean ± SD, 6.5 ± 1.9; 12 males) completed full imaging exams including the 54-s MI-SAGE acquisition and were included in the analysis. The MI-SAGE T1, T2, and T2* had biases of 32%, -4%, and 23% compared to conventional mapping methods using MOLLI, GRASE, and mGRE, respectively, with moderate to very strong correlations (ICC=0.49-0.99). All MI-SAGE maps exhibited strong to very strong repeatability and reproducibility (ICC=0.80 to 0.99). The synthetic MI-SAGE had average Likert scores of 2.1, 2.1, 2.9, and 2.0 for T1-, T2-, T2*-, and FLAIR-weighted images, respectively, while conventional acquisitions had Likert scores of 3.5, 3.6, 4.6, and 3.8 for T1-, T2-, T2*-, and FLAIR-weighted images, respectively. The MI-SAGE synthetic T1w, T2w, T2*w, and FLAIR GWRs had biases of 17%, 3%, 7%, and 1% compared to the GWR of images from conventional T1w, T2w, T2*w, and FLAIR acquisitions respectively. CONCLUSION The derived T1, T2, and T2* maps were correlated with conventional mapping methods and showed strong repeatability and reproducibility. While synthetic MI-SAGE images had greater susceptibility artifacts and lower Likert scores than conventional images, the MI-SAGE technique produced synthetic weighted images with contrasts similar to conventional weighted images and achieved a ten-fold reduction in scan time.
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Affiliation(s)
| | - Amol Pednekar
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Nehal A Parikh
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Usha D Nagaraj
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Mary Kate Manhard
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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Liu CM, Fischer JL, Zemanick ET, Woods JC, Markarian KK, Fain SB, Froh D, Heltshe SL, Hoffman LR, Humphries SM, Kramer EL, Ode KL, Lewis M, Li DA, Mata J, Milla SS, Niedbalski PJ, Sawatzky BD, Sim MS, Sullivan JS, Trout AT, Goss CH, Taylor-Cousar JL, Beswick DM. The impact of highly effective modulator therapy on sinusitis and dysosmia in young children with cystic fibrosis: a prospective study protocol. ERJ Open Res 2025; 11:00137-2024. [PMID: 39811548 PMCID: PMC11726580 DOI: 10.1183/23120541.00137-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 07/10/2024] [Indexed: 01/16/2025] Open
Abstract
Background Chronic rhinosinusitis (CRS) and olfactory dysfunction (OD) are prevalent disease complications in people with cystic fibrosis. These understudied comorbidities significantly impact quality of life. The impact of highly effective modulator therapy (HEMT) in young children with cystic fibrosis (YCwCF) on these disease complications is unknown. This proposed study aims to characterise CRS and OD in YCwCF and assess the efficacy of HEMT in improving sinus and olfactory health in this young age group. Methods This six-centre, prospective, observational study will enrol 80 YCwCF aged 2-8 years. Patients are divided into two groups: those receiving HEMT and those not on HEMT based on clinical indication. Both groups undergo sinus magnetic resonance imaging, psychophysical olfactory tests, and complete patient- or parent-reported quality of life surveys over 2 years. Outcomes will be compared before and after initiation of HEMT and between groups. Ethical approval has been obtained for all sites, and this study has been registered on ClinicalTrials.gov (NCT06191640). Results Enrolment began in April 2023. 21 participants have been enrolled as of October 2023 with ongoing enrolment at all sites. Conclusion This investigation is expected to provide critical insights into the potential benefits of early HEMT initiation in managing CRS and OD in YCwCF. It will assist in developing targeted interventions and contribute to the understanding of HEMT's role in altering the disease course in this demographic.
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Affiliation(s)
- Christine M. Liu
- Department of Otolaryngology-Head and Neck Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jakob L. Fischer
- Department of Otolaryngology-Head and Neck Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Edith T. Zemanick
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
- Children's Hospital Colorado, Breathing Institute, Aurora, CO, USA
| | - Jason C. Woods
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Karolin K. Markarian
- University of California, Los Angeles, CTSI, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Sean B. Fain
- Department of Radiology, University of Iowa, Iowa City, IA, USA
| | - Deborah Froh
- Department of Pediatrics, University of Virginia, Charlottesville, VA, USA
| | - Sonya L. Heltshe
- Department of Pediatrics, University of Washington and Seattle Children's Research Institute, Seattle, WA, USA
| | - Lucas R. Hoffman
- Department of Pediatrics, University of Washington and Seattle Children's Research Institute, Seattle, WA, USA
- Department of Medicine and Pediatrics, University of Washington, Seattle, WA, USA
| | | | - Elizabeth L. Kramer
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Katie Larson Ode
- Department of Pediatrics, University of Iowa, Iowa City, IA, USA
| | - Michael Lewis
- Department of Pediatrics, University of Kansas Medical Center, Kansas City, KS, USA
| | - Douglas A. Li
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jaime Mata
- Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA
| | - Sarah S. Milla
- Department of Radiology, Children's Hospital Colorado, Aurora, CO, USA
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Peter J. Niedbalski
- Department of Pulmonary, Critical Care, and Sleep Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Myung-Shin Sim
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Andrew T. Trout
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Christopher H. Goss
- Department of Medicine and Pediatrics, University of Washington, Seattle, WA, USA
| | - Jennifer L. Taylor-Cousar
- Department of Medicine, National Jewish Health, Aurora, CO, USA
- Department of Pediatrics, National Jewish Health, Aurora, CO, USA
| | - Daniel M. Beswick
- Department of Otolaryngology-Head and Neck Surgery, University of California, Los Angeles, Los Angeles, CA, USA
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Gallo-Bernal S, Peña-Trujillo V, Gee MS. Dual-energy computed tomography: pediatric considerations. Pediatr Radiol 2024; 54:2112-2126. [PMID: 39470784 DOI: 10.1007/s00247-024-06074-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 11/01/2024]
Abstract
Multidetector computed tomography (CT) has revolutionized medicine and is now a fundamental aspect of modern radiology. Hardware and software advancements have significantly improved CT accessibility, image quality, and acquisition times. While considerable attention has been directed towards the potential risks of ionizing radiation from CT scans in children, recent concerns regarding the possible short- and long-term risks related to magnetic resonance imaging (MRI) conducted under general anesthesia have generated fresh interest in novel pediatric CT applications and techniques that allow imaging of awake patients at low radiation doses. Among these novel techniques, dual-energy CT (DECT) stands out for its ability to provide enhanced diagnostic information, reduce radiation doses further, and facilitate faster scans, making it a highly promising tool in pediatric radiology. This manuscript explores the current role of DECT in pediatric imaging, emphasizing its technical foundations, hardware configurations, and various reconstruction techniques. We discuss advanced post-processing techniques, such as material decomposition algorithms and virtual monoenergetic imaging, highlighting their clinical advantages in improving diagnostic accuracy and patient outcomes. Furthermore, the paper reviews the clinical applications of DECT in evaluating pulmonary perfusion, cardiovascular assessments, and oncologic imaging in pediatric patients.
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Affiliation(s)
- Sebastian Gallo-Bernal
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Austen 250, Boston, MA, 02114, USA
- Harvard University, Cambridge, MA, USA
- Pediatric Imaging Research Center (PIRC), Massachusetts General Hospital, Boston, MA, USA
| | - Valeria Peña-Trujillo
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Austen 250, Boston, MA, 02114, USA
- Harvard University, Cambridge, MA, USA
- Pediatric Imaging Research Center (PIRC), Massachusetts General Hospital, Boston, MA, USA
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Austen 250, Boston, MA, 02114, USA.
- Harvard University, Cambridge, MA, USA.
- Pediatric Imaging Research Center (PIRC), Massachusetts General Hospital, Boston, MA, USA.
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Staab JH, Yoder AC, Brinton JT, Stence NV, Simonsen CE, Newman BF, Garcia KA, Browne LP. Child life specialists predict successful MRI scanning in unsedated children 4 to 12 years old. Pediatr Radiol 2024; 54:1919-1927. [PMID: 39292242 DOI: 10.1007/s00247-024-06040-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 08/20/2024] [Accepted: 08/21/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND It can be challenging for children to cooperate for a magnetic resonance imaging (MRI) exam. General anesthesia is often used to ensure a high-quality image. When determining the need for general anesthesia, many institutions use a simple age cutoff. Decisions on the necessity for anesthesia are often left to schedulers who lack training on determination of patient compliance. OBJECTIVE The study aimed to evaluate whether screening questions administered by certified child life specialists (CCLS) could successfully predict which children could complete an MRI without sedation. MATERIALS AND METHODS This is a retrospective, institutional review board approved study. Data was collected as part of a quality improvement program, where a CCLS screened 4- to 12-year-old children scheduled for MRI scanning using a questionnaire. Parent responses to the screening questions, CCLS's recommendation for scheduling the MRI awake, start and end time for the MRI scan, and scan success were recorded. A predictive model for the CCLS's recommendation was developed using the child's age, estimated scan length, scan difficulty, and the parent's responses to the screening questions. The primary outcome measure was a successfully completed MRI not requiring additional imaging under anesthesia. RESULTS Of the 403 screened children, 317 (79%) were recommended to attempt the MRI without anesthesia. The median age of participants was 7 (IQR 4-17) years. Overall, 309 of 317 (97.5%) participants, recommended by the CCLS for the program, met the primary outcome of successful MRI completion on their first attempt. The multivariable regression model which included clinical information about the child's age, estimated scan length, scan difficulty, and four of the six parent screening questions had excellent performance (area under the curve = 0.89). CONCLUSION Information collected by the CCLS via screening along with the child's age, the estimated scan length, and difficulty can help predict which children are likely to successfully complete a non-sedate MRI.
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Affiliation(s)
- Jennifer H Staab
- Children's Hospital Colorado, Aurora, CO, USA.
- Child Life Department, Children's Hospital Colorado, East 16th Ave, Aurora, CO, 1312380045, USA.
| | - Angela C Yoder
- University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
| | - John T Brinton
- University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
| | - Nicholas V Stence
- University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
| | | | | | | | - Lorna P Browne
- University of Colorado Anschutz Medical Campus School of Medicine, Aurora, CO, USA
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8
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Alsabri MAH, Abdelshafi A, Bostamy Elsnhory A, Selim NS, Elsnhory AB, Albelal D, Akram F, Elshanbary AA. Efficacy and Safety of Dexmedetomidine Compared to Other Needle-Free Pharmacological Sedation Methods in Pediatric Patients Undergoing Imaging Procedures. Pediatr Emerg Care 2024; 40:e233-e239. [PMID: 38713855 DOI: 10.1097/pec.0000000000003169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/09/2024]
Abstract
BACKGROUND Pediatric patients often require sedation during magnetic resonance imaging (MRI) and computed tomography (CT) to ensure stillness and minimize stress. This meta-analysis compared the effectiveness and safety of 3 sedative agents-dexmedetomidine, midazolam, and chloral hydrate-for pediatric MRI/CT sedation. METHODS Six studies with a total of 633 patients were included in the analysis. Quality assessment revealed varying levels of bias risk. Dexmedetomidine exhibited a significantly higher successful sedation rate compared to midazolam (risk ratio [RR] = 0.43, 95% confidence interval [CI] [0.29-0.64]), but no statistically significant difference compared to chloral hydrate (RR = 0.94, 95% CI [0.60-1.45]). Chloral hydrate also showed a higher successful sedation rate compared to midazolam (RR = 0.46, 95% CI [0.25-0.83]). The onset of sedation time did not significantly differ between the 3 agents. RESULTS The dexmedetomidine group had a significantly higher incidence of bradycardia compared to the chloral hydrate group (RR = 0.17, 95% CI [0.05-0.59]), but no significant difference compared to the midazolam group (RR = 0.29, 95% CI [0.06-1.26]). No statistically significant differences were observed in the incidence of nausea and vomiting between the 3 groups. CONCLUSIONS Dexmedetomidine demonstrates effectiveness in pediatric MRI/CT sedation, offering advantages over midazolam and similar efficacy to chloral hydrate. Careful cardiovascular monitoring is essential during administration, particularly in patients with congenital heart disease. Sublingual and intranasal administration of dexmedetomidine is a viable option with high bioavailability. This meta-analysis contributes valuable insights into refining sedation protocols for pediatric imaging procedures, emphasizing efficacy and safety considerations.
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Vosshenrich J, Koerzdoerfer G, Fritz J. Modern acceleration in musculoskeletal MRI: applications, implications, and challenges. Skeletal Radiol 2024; 53:1799-1813. [PMID: 38441617 DOI: 10.1007/s00256-024-04634-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/20/2024] [Accepted: 02/22/2024] [Indexed: 08/09/2024]
Abstract
Magnetic resonance imaging (MRI) is crucial for accurately diagnosing a wide spectrum of musculoskeletal conditions due to its superior soft tissue contrast resolution. However, the long acquisition times of traditional two-dimensional (2D) and three-dimensional (3D) fast and turbo spin-echo (TSE) pulse sequences can limit patient access and comfort. Recent technical advancements have introduced acceleration techniques that significantly reduce MRI times for musculoskeletal examinations. Key acceleration methods include parallel imaging (PI), simultaneous multi-slice acquisition (SMS), and compressed sensing (CS), enabling up to eightfold faster scans while maintaining image quality, resolution, and safety standards. These innovations now allow for 3- to 6-fold accelerated clinical musculoskeletal MRI exams, reducing scan times to 4 to 6 min for joints and spine imaging. Evolving deep learning-based image reconstruction promises even faster scans without compromising quality. Current research indicates that combining acceleration techniques, deep learning image reconstruction, and superresolution algorithms will eventually facilitate tenfold accelerated musculoskeletal MRI in routine clinical practice. Such rapid MRI protocols can drastically reduce scan times by 80-90% compared to conventional methods. Implementing these rapid imaging protocols does impact workflow, indirect costs, and workload for MRI technologists and radiologists, which requires careful management. However, the shift from conventional to accelerated, deep learning-based MRI enhances the value of musculoskeletal MRI by improving patient access and comfort and promoting sustainable imaging practices. This article offers a comprehensive overview of the technical aspects, benefits, and challenges of modern accelerated musculoskeletal MRI, guiding radiologists and researchers in this evolving field.
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Affiliation(s)
- Jan Vosshenrich
- Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA
- Department of Radiology, University Hospital Basel, Basel, Switzerland
| | | | - Jan Fritz
- Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA.
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10
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Choi EJ, Levin D, Robertson A, Kirkham FJ, Muthusami P, Krishnan P, Shroff M, Moharir M, Dirks P, MacGregor D, Pulcine E, Bhathal I, Kassner A, Walker K, Allan W, deVeber G, Logan WJ, Dlamini N. Assessment of MR blood-oxygen-level-dependent (BOLD) cerebrovascular reactivity under general anesthesia in children with moyamoya. Pediatr Radiol 2024; 54:1325-1336. [PMID: 38777883 DOI: 10.1007/s00247-024-05930-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Moyamoya is a progressive, non-atherosclerotic cerebral arteriopathy that may present in childhood and currently has no cure. Early diagnosis is critical to prevent a lifelong risk of neurological morbidity. Blood-oxygen-level-dependent (BOLD) MRI cerebrovascular reactivity (CVR) imaging provides a non-invasive, in vivo measure of autoregulatory capacity and cerebrovascular reserve. However, non-compliant or younger children require general anesthesia to achieve BOLD-CVR imaging. OBJECTIVE To determine the same-day repeatability of BOLD-CVR imaging under general anesthesia in children with moyamoya. MATERIALS AND METHODS Twenty-eight examination pairs were included (mean patient age = 7.3 ± 4.0 years). Positive and negatively reacting voxels were averaged over signals and counted over brain tissue and vascular territory. The intraclass correlation coefficient (ICC), Wilcoxon signed-rank test, and Bland-Altman plots were used to assess the variability between the scans. RESULTS There was excellent-to-good (≥ 0.59) within-day repeatability in 18 out of 28 paired studies (64.3%). Wilcoxon signed-rank tests demonstrated no significant difference in the grey and white matter CVR estimates, between repeat scans (all p-values > 0.05). Bland-Altman plots of differences in mean magnitude of positive and negative and fractional positive and negative CVR estimates illustrated a reasonable degree of agreement between repeat scans and no systematic bias. CONCLUSION BOLD-CVR imaging provides repeatable assessment of cerebrovascular reserve in children with moyamoya imaged under general anesthesia.
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Affiliation(s)
- Eun Jung Choi
- Neurosciences and Mental Health Program, The Hospital for Sick Children, Toronto, Canada
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada
| | - David Levin
- Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, Canada
| | - Amanda Robertson
- Neurosciences and Mental Health Program, The Hospital for Sick Children, Toronto, Canada
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Fenella J Kirkham
- Developmental Neurosciences and Biomedical Research Centre, University College London Great Ormond Street Institute of Child Health, London, UK
| | - Prakash Muthusami
- Diagnostic Imaging and Interventional Radiology, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Pradeep Krishnan
- Diagnostic Imaging and Interventional Radiology, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Manohar Shroff
- Diagnostic Imaging and Interventional Radiology, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | | | - Peter Dirks
- Department of Neurosurgery, The Hospital for Sick Children, Toronto, Canada
| | - Daune MacGregor
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Elizabeth Pulcine
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Ishvinder Bhathal
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Andrea Kassner
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada
- Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Kirstin Walker
- Neurosciences and Mental Health Program, The Hospital for Sick Children, Toronto, Canada
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Warwick Allan
- Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, Canada
| | - Gabrielle deVeber
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
- Child Health Evaluative Sciences Program, The Hospital for Sick Children, Toronto, Canada
| | - William J Logan
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Nomazulu Dlamini
- Neurosciences and Mental Health Program, The Hospital for Sick Children, Toronto, Canada.
- Stroke Imaging Lab for Children, Peter Gilgan Centre for Research & Learning, Toronto, ON, Canada.
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada.
- Child Health Evaluative Sciences Program, The Hospital for Sick Children, Toronto, Canada.
- Department of Paediatrics, Division of Neurology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, MX5 1X8, Canada.
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11
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Rosenblatt A, Pederson R, Davis-Sandfoss T, Irwin L, Mitsos R, Manworren R. Child life specialist services, practice, and utilization across health care: a scoping review. JBI Evid Synth 2024; 22:1303-1328. [PMID: 38720647 DOI: 10.11124/jbies-23-00025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
OBJECTIVE The objective of this review was to map the available evidence regarding the scope of child life specialist services, practice, and utilization. INTRODUCTION The concept of child life services began in 1922 and emerged as the child life specialist services specialty in the United States in the 1970s and 1980s. Child life specialists are members of multidisciplinary health care system teams who prioritize the developmental needs of pediatric patients to support and improve patient and family health care experiences. Evidence of the effectiveness of child life specialist services and the utilization of those services is often incorporated in multidisciplinary research reports and thus overlooked. INCLUSION CRITERIA All quantitative, qualitative, and mixed methods research study reports and systematic reviews investigating child life specialist services, practice, and utilization in health care systems were included. METHODS This review was guided by the JBI methodology for scoping reviews and a published a priori protocol. CINAHL (EBSCOhost), MEDLINE (PubMed), Scopus, and PsycINFO (APA) were searched for evidence published from January 1980 to August 2022. RESULTS Research publications about child life specialist services, practice, and utilization have increased dramatically over the past decade, with more than 50% of studies published in the past 5 years. Although the first authors of the majority of the research publications were physicians, these multidisciplinary author teams depicted child life specialist services in a variety of roles, including co-investigators, interventionists, and research subjects. The 105 full-text publications reviewed were from 9 countries, plus 1 publication that surveyed people across Europe. The contexts spanned a wide scope of clinical settings and medical subspecialties, but primarily in hospitals and health centers, and to a lesser extent, in ambulatory clinics and communities. A wide variety of child life specialist services were described across these settings. CONCLUSION Mapping the research can help delineate the barriers and facilitators to child life specialist services in health care systems. This scoping review provides evidence of the global diffusion of child life specialist services across health care system settings, with recent increases in research publications involving child life specialist services.
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Affiliation(s)
- Audrey Rosenblatt
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Rush University College of Nursing, Chicago, IL, USA
- Lurie Children's Pediatric Research and Evidence Synthesis Center (PRESCIISE): A JBI Affiliated Group, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Renee Pederson
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Tyler Davis-Sandfoss
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Rush University College of Nursing, Chicago, IL, USA
| | - Lauren Irwin
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Rebecca Mitsos
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Renee Manworren
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Lurie Children's Pediatric Research and Evidence Synthesis Center (PRESCIISE): A JBI Affiliated Group, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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12
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Lucas JT, Abramson ZR, Epstein K, Morin CE, Jaju A, Lee JW, Lee CL, Sitaram R, Voss SD, Hudson MM, Constine LS, Hua CH. Imaging Assessment of Radiation Therapy-Related Normal Tissue Injury in Children: A PENTEC Visionary Statement. Int J Radiat Oncol Biol Phys 2024; 119:669-680. [PMID: 38760116 PMCID: PMC11684541 DOI: 10.1016/j.ijrobp.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 05/19/2024]
Abstract
The Pediatric Normal Tissue Effects in the Clinic (PENTEC) consortium has made significant contributions to understanding and mitigating the adverse effects of childhood cancer therapy. This review addresses the role of diagnostic imaging in detecting, screening, and comprehending radiation therapy-related late effects in children, drawing insights from individual organ-specific PENTEC reports. We further explore how the development of imaging biomarkers for key organ systems, alongside technical advancements and translational imaging approaches, may enhance the systematic application of imaging evaluations in childhood cancer survivors. Moreover, the review critically examines knowledge gaps and identifies technical and practical limitations of existing imaging modalities in the pediatric population. Addressing these challenges may expand access to, minimize the risk of, and optimize the real-world application of, new imaging techniques. The PENTEC team envisions this document as a roadmap for the future development of imaging strategies in childhood cancer survivors, with the overarching goal of improving long-term health outcomes and quality of life for this vulnerable population.
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Affiliation(s)
| | - Zachary R Abramson
- Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Katherine Epstein
- Division of Radiology and Medical Imaging, UC Department of Radiology, Cincinnati, Ohio
| | - Cara E Morin
- Division of Radiology and Medical Imaging, UC Department of Radiology, Cincinnati, Ohio
| | - Alok Jaju
- Department of Medical Imaging, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Chang-Lung Lee
- Department of Radiation Oncology and; Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Ranganatha Sitaram
- Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Stephan D Voss
- Department of Radiology, Harvard Medical School, Boston, Massachusetts
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Louis S Constine
- Department of Radiation Oncology, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
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13
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Mason KN. Magnetic Resonance Imaging for Assessing Velopharyngeal Function: Current Applications, Barriers, and Potential for Future Clinical Translation in the United States. Cleft Palate Craniofac J 2024; 61:235-246. [PMID: 36039513 PMCID: PMC9971336 DOI: 10.1177/10556656221123916] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE The use of magnetic resonance imaging (MRI) in the assessment process for children with cleft/craniofacial conditions remains uncommon, particularly for velopharyngeal assessments. The purpose of this study was to analyze the perceived clinical utility of MRI for cleft/craniofacial providers and identify barriers that exist for clinical translation of this imaging modality to this population of patients. METHODS A 38-item survey was disseminated to craniofacial team providers. Workplace context and demographics, MRI as a research and clinical tool, access and barriers for use of MRI, and needs for successfully establishing MRI protocols at clinical sites were investigated. Descriptive statistics were used to identify differences in the clinical use of MRI across disciplines. Chi-square analyses were conducted to determine how different specialties perceived potential barriers. RESULTS Respondents reported that MRI is likely to be beneficial for clinical assessments (93.5%) and that this imaging modality is available for use (83.8%). However, only 11.8% of providers indicated the use of MRI in their clinical assessments. This discrepancy highlights a potential disconnect between perceived use and implementation of this imaging methodology on cleft and craniofacial teams. A number of barriers were identified by providers. Challenges and opportunities for clinical translation of MRI protocols were highlighted. CONCLUSION Results may guide the development for improved clinical feasibility and implementation of MRI for clinical planning in this population of patients. Reported barriers highlight additional areas for translational research and the potential for the development of clinical tools related to MRI assessment and protocol implementation.
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Affiliation(s)
- Kazlin N. Mason
- Department of Human Services, University of Virginia, Charlottesville, VA, 22903
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14
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Greer MLC, Gee MS, Pace E, Sotardi S, Morin CE, Chavhan GB, Jaimes C. A survey of non-sedate practices when acquiring pediatric magnetic resonance imaging examinations. Pediatr Radiol 2024; 54:239-249. [PMID: 38112762 DOI: 10.1007/s00247-023-05828-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 11/27/2023] [Accepted: 11/30/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Improving access to magnetic resonance imaging (MRI) in childhood can be facilitated by making it faster and cheaper and reducing need for sedation or general anesthesia (GA) to mitigate motion. Some children achieve diagnostic quality MRI without GA through the use of non- practices fostering their cooperation and/or alleviating anxiety. Employed before and during MRI, these variably educate, distract, and/or desensitize patients to this environment. OBJECTIVE To assess current utilization of non-sedate practices in pediatric MRI, including variations in practice and outcomes. MATERIALS AND METHODS A survey-based study was conducted with 1372 surveys emailed to the Society for Pediatric Radiology members in February 2021, inviting one response per institution. RESULTS Responses from 50 unique institutions in nine countries revealed 49/50 (98%) sites used ≥ 1 non-sedate practice, 48/50 (96%) sites in infants < 6 months, and 11/50 (22%) for children aged 6 months to 3 years. Non-sedate practices per site averaged 4.5 (range 0-10), feed and swaddle used at 47/49 (96%) sites, and child life specialists at 35/49 (71%). Average success rates were moderate (> 50-75%) across all sites and high (> 75-100%) for 20% of sites, varying with specific techniques. Commonest barriers to use were scheduling conflicts and limited knowledge. CONCLUSION Non-sedate practice utilization in pediatric MRI was near-universal but widely variable across sites, ages, and locales, with room for broader adoption. Although on average non-sedate practice success rates were similar, the range in use and outcomes suggest a need for standardized implementation guidelines, including patient selection and outcome metrics, to optimize utilization and inform educational initiatives.
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Affiliation(s)
- Mary-Louise C Greer
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children, Department of Medical Imaging, University of Toronto, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Erika Pace
- Department of Radiology, Royal Marsden NHS Foundation Trust, London, England, UK
| | - Susan Sotardi
- Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Cara E Morin
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Govind B Chavhan
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children, Department of Medical Imaging, University of Toronto, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Camilo Jaimes
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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15
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Chang JC, Lin HY, Gau SSF. Distinct developmental changes in regional gray matter volume and covariance in individuals with attention-deficit hyperactivity disorder: A longitudinal voxel-based morphometry study. Asian J Psychiatr 2024; 91:103860. [PMID: 38103476 DOI: 10.1016/j.ajp.2023.103860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 11/20/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND Very few studies have investigated longitudinal clinical cohorts of attention-deficit/hyperactivity disorder (ADHD). Moreover, how baseline brain changes could affect the development of ADHD symptoms later in life remains elusive. Therefore, we aimed to fill this gap by exploring brain and clinical changes in youth with ADHD using a longitudinal design. METHODS This prospective study consisted of 74 children and adolescents with ADHD and 50 age-, sex-, intelligence-matched typically developing controls (TDC), evaluated at baseline (aged 7-19 years) and re-evaluated 5.3 years later (a mean follow-up latency). We applied voxel-based morphometry to characterize brain structures, followed by both mass-univariate and multivariate structural covariance statistics to identify brain regions with significant diagnosis-by-time interactions from late childhood/adolescence to early adulthood. We used the cross-lagged panel model to investigate the longitudinal association between structural brain metrics and core ADHD symptoms. RESULTS The mass-univariate statistic revealed significant diagnosis-by-time interactions in the right striatum and the sixth lobule of the cerebellum. This was expressed by increased striatal and decreased cerebellar volume in ADHD, while TDC showed inverse volume changes over time. The multivariate method showed significant diagnosis-by-time interactions in a structural covariance network consisting of the regions involved in the functional sensory-motor and default-mode networks. Higher baseline right striatal and cerebellar volumes were associated with elevated ADHD symptoms at follow-up. CONCLUSIONS Our findings suggest a temporal association between the divergent development of striatal and cerebellar regions and dynamical ADHD phenotypic expression through young adulthood. These results highlight a potential brain marker of future outcomes.
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Affiliation(s)
- Jung-Chi Chang
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hsiang-Yuan Lin
- Azrieli Adult Neurodevelopmental Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Susan Shur-Fen Gau
- Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Brain and Mind Sciences and Department of Psychology, National Taiwan University, Taipei, Taiwan.
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16
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Little SB, Sarma A, Bajaj M, Pruthi S, Reddy K, Reisner A, Philbrook B, Jordan LC. Imaging of Vertebral Artery Dissection in Children: An Underrecognized Condition with High Risk of Recurrent Stroke. Radiographics 2023; 43:e230107. [PMID: 37971932 DOI: 10.1148/rg.230107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Vertebral artery dissection (VAD) is a common cause of a rare condition, pediatric posterior circulation arterial ischemic stroke (PCAIS). VAD is clinically important due to the risk of multifocal and continuing infarcts from artery-to-artery thromboembolism, with the potential for occlusion of arteries that perfuse the brainstem. Early diagnosis is important, as recurrent stroke is a common effect of VAD in children. Although the relative efficacies of different treatment regimens for VAD in children remain unsettled, early initiation of treatment can mitigate the risk of delayed stroke. Clinical diagnosis of PCAIS may be delayed due to multiple factors, including nonspecific symptoms and the inability of younger patients to express symptoms. In fact, subacute or chronic infarcts are often present at initial imaging. Although the most common cause of isolated PCAIS is VAD, imaging of the cervical arteries has been historically underused in this setting. Cervical vascular imaging (MR angiography, CT angiography, and digital subtraction angiography) for VAD must be optimized to detect the sometimes subtle findings, which may be identified at initial or follow-up imaging. Osseous variants of the craniocervical junction and upper cervical spine and other extrinsic lesions that may directly injure the vertebral arteries or lead to altered biomechanics have been implicated in some cases. The authors review characteristic imaging features and optimized imaging of VAD and associated PCAIS and related clinical considerations. Identification of VAD has important implications for evaluation, treatment, and imaging follow-up, as this condition may result in progressive arteriopathy and recurrent stroke. © RSNA, 2023 Supplemental material is available for this article. Quiz questions for this article are available through the Online Learning Center.
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Affiliation(s)
- Stephen B Little
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Asha Sarma
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Manish Bajaj
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Sumit Pruthi
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Kartik Reddy
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Andrew Reisner
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Bryan Philbrook
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
| | - Lori C Jordan
- From the Departments of Radiology (S.B.L., M.B., K.R.), Neurosurgery and Pediatrics (A.R.), and Pediatrics-Child Neurology (B.P.), Children's Healthcare of Atlanta, Emory University, Atlanta, GA; and Departments of Radiology (A.S., S.P.) and Pediatrics (L.C.J.), Vanderbilt University Medical Center, Monroe Carell Jr Children's Hospital, 2200 Children's Way, Nashville, TN 37323
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Retrouvey M. To Sedate or Not to Sedate: The Future of Pediatric Imaging. Acad Radiol 2023; 30:1989-1990. [PMID: 37474349 DOI: 10.1016/j.acra.2023.06.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 06/20/2023] [Indexed: 07/22/2023]
Affiliation(s)
- Michele Retrouvey
- Florida Atlantic University Charles E Schmidt College of Medicine, Boca Raton, Florida.
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18
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Chen JV, Zapala MA, Zhou A, Vu N, Meyer L, Smith MD, Kelleher C, Glenn OA, Courtier J, Li Y. Factors and Labor Cost Savings Associated with Successful Pediatric Imaging without Anesthesia: a Single-Institution Study. Acad Radiol 2023; 30:1979-1988. [PMID: 36641347 DOI: 10.1016/j.acra.2022.12.041] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 12/13/2022] [Accepted: 12/25/2022] [Indexed: 01/15/2023]
Abstract
RATIONALE AND OBJECTIVES In pediatric imaging, sedation is often necessary to obtain diagnostic quality imaging. We aim to quantify patient and imaging-specific factors associated with successful pediatric scans without anesthesia and to evaluate labor cost savings associated with our institutional Scan Without Anesthesia Program (SWAP). MATERIALS AND METHODS Patients who participated in SWAP between 2019-2022 were identified. Chart review was conducted to obtain sociodemographic and clinical information. Radiology database was used to obtain scan duration, modality/body part of examination, and administration of contrast. Mann-Whitney U and Chi-Square tests were used for univariate analysis of factors associated with success. Multivariate logistic regression was used to evaluate independent contributions to success. Associated hospital labor cost savings were estimated using salary information obtained through publicly available resources. RESULTS Of 731 patients, 698 had successful and 33 had unsuccessful scans (95% success rate). In univariate analysis, older age, female sex, absence of developmental delay, and administration of contrast were significantly associated with successful scans. Multivariate analyses revealed that older age, female sex, and absence of developmental delay were significant independent factors lending toward success. Imaging-related factors were not associated with outcome in multivariate analysis. Estimated labor cost savings were $139,367.80 per year for the medical center. CONCLUSION SWAP had an overall success rate of 95%. Older age, absence of developmental delay, and female sex were independently significantly associated with successful outcome. Cost analysis reveals substantial labor cost savings to the institution compared with imaging under anesthesia.
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Affiliation(s)
- Joshua Vic Chen
- School of Medicine, University of California, San Francisco, CA
| | - Matthew A Zapala
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Alice Zhou
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Nola Vu
- School of Public Health, University of California, Berkeley, CA
| | - Lauren Meyer
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Mikaela Demartini Smith
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Chloe Kelleher
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Orit A Glenn
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Jesse Courtier
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628
| | - Yi Li
- Department of Radiology and Biomedical Imaging, University of California, Neuroradiology Section, 505 Parnassus Avenue, M-391, San Francisco, California, 94143-0628.
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Treutlein C, Zeilinger MG, Dittrich S, Roth JP, Wetzl M, Heiss R, Wuest W, May MS, Uder M, Rompel O. Free-Breathing and Single-Breath Hold Compressed Sensing Real-Time MRI of Right Ventricular Function in Children with Congenital Heart Disease. Diagnostics (Basel) 2023; 13:2403. [PMID: 37510147 PMCID: PMC10377861 DOI: 10.3390/diagnostics13142403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/26/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
(1) Purpose: to compare right ventricular (RV) functional parameters in children with surgically repaired congenital heart disease (CHD) using single/double breath hold (BH) and free-breathing (FB) real-time compressed sensing (CS) cine cardiac magnetic resonance (cMRI) with standard retrospective segmented multi breath hold (RMB) cine cMRI. (2) Methods: Twenty patients with CHD underwent BH and FB, as well as RMB cine cMRI, at 3T to obtain a stack of continuous axial images of the RV. Two radiologists independently performed qualitative analysis of the image quality (rated on a 5-point scale; 1 = non-diagnostic to 5 = excellent) and quantitative analysis of the RV volume measurements. (3) Results: The best image quality was provided by RMB (4.5; range 2-5) compared to BH (3.9; range 3-5; p = 0.04) and FB (3.6; range 3-5; p < 0.01). The RV functional parameters were comparable among BH, FB, and RMB with a difference of less than 5%. The scan times for BH (44 ± 38 s, p < 0.01) and FB (24 ± 7 s, p < 0.01) were significantly reduced compared to for RMB (261 ± 68 s). (4) Conclusions: CS-FB and CS-BH real-time cine cMRI in children with CHD provides diagnostic image quality with excellent accuracy for measuring RV function with a significantly reduced scan time compared to RMB.
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Affiliation(s)
- Christoph Treutlein
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Martin Georg Zeilinger
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Sven Dittrich
- Department of Pediatric Cardiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Jan-Peter Roth
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Matthias Wetzl
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Rafael Heiss
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | | | - Matthias Stefan May
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Michael Uder
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Oliver Rompel
- Institute of Radiology, University Hospital of Erlangen, Friedrich Alexander University Erlangen-Nürnberg, 91054 Erlangen, Germany
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20
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Röher K, Becke-Jakob K, Eich C. Safety and quality in paediatric procedural sedation: what really matters? Curr Opin Anaesthesiol 2023; 36:340-346. [PMID: 36794877 DOI: 10.1097/aco.0000000000001255] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
PURPOSE OF REVIEW This review gives an overview of the safety aspects for paediatric procedural sedation and a discussion of possibilities for optimizing structure, processes and outcomes. RECENT FINDINGS Procedural sedation in paediatric patients is performed by providers of different specialties and compliance with safety standards is a basic requirement regardless of provider specialty. This includes preprocedural evaluation, monitoring, equipment and profound expertise of sedation teams. The choice of sedative medications and the possibility of incorporating nonpharmacological methods play an important role for optimal outcome. In addition, an ideal outcome from the patient's perspective includes optimized processes and clear and empathetic communication. SUMMARY Institutions providing paediatric procedural sedation must ensure the comprehensive training of sedations teams. Furthermore, institutional standards for equipment, processes and optimal choice of medication depending on performed procedure and comorbidities of the patient must be established. At the same time, organizational and communication aspects should be considered.
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Affiliation(s)
- Katharina Röher
- Department of Anesthesiolgy, University Medical Center Hamburg-Eppendorf, Hamburg
| | - Karin Becke-Jakob
- Department of Anesthesia, Hospital Hallerwiese - Cnopf Children's Hospital, St.-Johannis-Mühlgasse 19, Nürnberg
| | - Christoph Eich
- Department of Anaesthesia, Paediatric Intensiv Care and Emergency Medicine, Auf der Bult Children' s Hospital, Hannover, Germany
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21
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Hayatghaibi SE, Cazaban CG, Chan SS, Dillman JR, Du XL, Huang YT, Mikhail OI, Swint JM. Pediatric Outpatient Noncontrast Brain MRI: A Time-Driven Activity-Based Costing Analysis at Three U.S. Hospitals. AJR Am J Roentgenol 2023; 220:747-756. [PMID: 36541593 DOI: 10.2214/ajr.22.28490] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND. MRI utilization and the use of sedation or anesthesia for MRI have increased in children. Emerging alternative payment models (APMs) require a detailed understanding of the health system costs of performing these examinations. OBJECTIVE. The purpose of this study was to use time-driven activity-based costing (TDABC) to assess health system costs for outpatient noncontrast brain MRI examinations across three children's hospitals. METHODS. Direct costs for outpatient noncontrast brain MRI examinations at three academic free-standing pediatric hospitals were calculated using TDABC. Examinations were categorized as sedated MRI (i.e., sedation or anesthesia), nonsedated MRI, or limited MRI. Process maps were created to describe patient workflows based on input from key personnel and direct observation. Time durations for each process activity were determined; time stamps from retrospective EMR review were used when possible. Capacity cost rates were calculated for resource types within three cost categories (labor, equipment, and space); cost was calculated in a fourth category (supplies). Resources were allocated to each activity, and the cost of each process step was determined by multiplying step-specific capacity costs by the time required for each step. The costs of all steps were summed to yield a base-case total examination cost. Sensitivity analysis for sedated MRI was performed using minimum and maximum time duration inputs for each activity to yield minimum and maximum costs by hospital. RESULTS. The mean base-case cost for a sedated brain MRI examination was $842 (range, $775-924 across hospitals), for a nonsedated brain MRI examination was $262 (range, $240-285), and for a limited brain MRI examination was $135 (range, $127-141). For all examination types, the largest cost category as well as the largest source of difference in cost between hospitals was labor. Sensitivity analysis found that the greatest influence on overall cost at each hospital was the duration of the MRI acquisition. CONCLUSION. The health system cost of performing a sedated MRI examination was substantially greater than that of performing a nonsedated MRI examination. However, the cost of each individual examination type did not vary substantially among hospitals. CLINICAL IMPACT. Health systems operating within APMs can use this comparative cost information for purposes of cost reduction efforts and establishment of bundled prices.
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Affiliation(s)
- Shireen E Hayatghaibi
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH 45229
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Cecilia G Cazaban
- Center for Health Care Data and Department of Management, Policy, & Community Health, UTHealth School of Public Health, Houston, TX
| | - Sherwin S Chan
- University of Missouri School of Medicine, Kansas City, MO
- Department of Radiology, Children's Mercy Kansas City, Kansas City, MO
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH 45229
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Xianglin L Du
- Division of Epidemiology, University of Texas Health Science Center, UTHealth School of Public Health, Houston, TX
| | - Yu-Ting Huang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Osama I Mikhail
- University of Texas Health Science Center, UTHealth School of Public Health, Houston, TX
| | - John M Swint
- University of Texas Health Science Center, UTHealth School of Public Health, Houston, TX
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22
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D'Arco F, Lee P, Siddiqui A, Nash R, Ugga L. Radiologic diagnosis of non-traumatic paediatric head and neck emergencies. Pediatr Radiol 2023; 53:768-782. [PMID: 36481939 DOI: 10.1007/s00247-022-05556-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 10/18/2022] [Accepted: 11/30/2022] [Indexed: 12/13/2022]
Abstract
Imaging plays a crucial role in evaluating paediatric patients with non-traumatic head and neck lesions in an emergency setting because clinical manifestations of these entities can overlap. For this reason, radiologists must be familiar with the clinical and imaging findings of prevalent paediatric head and neck emergencies. In this review, we present techniques and imaging clues for common complications of pathological processes in the paediatric head and neck, with a focus on the clinical scenario as a starting point for the radiologic approach.
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Affiliation(s)
- Felice D'Arco
- Department of Radiology, Neuroradiology Unit, Great Ormond Street Hospital, London, UK
| | - Philippa Lee
- Department of Radiology, Imperial College Healthcare NHS Trust, London, UK
| | - Ata Siddiqui
- Radiology Department, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Department of Neuroradiology, King's College Hospital NHS Foundation Trust, London, UK
| | - Robert Nash
- Ear, Nose and Throat Department, Great Ormond Street Hospital, London, UK
| | - Lorenzo Ugga
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Via Sergio Pansini 5, 80131, Naples, Italy.
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23
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Kotlarek KJ, Sitzman TJ, Williams JL, Perry JL. Nonsedated Magnetic Resonance Imaging for Visualization of the Velopharynx in the Pediatric Population. Cleft Palate Craniofac J 2023; 60:249-252. [PMID: 34787476 PMCID: PMC9110557 DOI: 10.1177/10556656211057361] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Non-sedated MRI is gaining traction in clinical settings for visualization of the velopharynx in children with velopharyngeal insufficiency. However, the behavioral adaptation and training aspects that are essential for successful pediatric MRI have received limited attention. SOLUTION We outline a program of behavioral modifications combined with patient education and provider training that has led to high success rates for non-sedated velopharyngeal MRI in children.
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Affiliation(s)
- Katelyn J. Kotlarek
- Division of Communication Disorders, University of Wyoming, Laramie, WY, USA
| | - Thomas J. Sitzman
- Division of Plastic Surgery, Phoenix Children’s Hospital, Phoenix, AZ, USA, Division of Plastic Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA, Barrow Cleft and Craniofacial Center, Phoenix, AZ, USA
| | - Jessica L. Williams
- Barrow Cleft and Craniofacial Center, Phoenix, AZ, USA, Department of Speech and Hearing Science, Arizona State University, Tempe, AZ, USA
| | - Jamie L. Perry
- Department of Communication Sciences and Disorders, East Carolina University, Greenville, NC, USA
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24
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Liao EN, Li Y, Fung A, Lawless L, Czechowicz J, Ho M, Luu K, Meyer L, Mohamad NI, Nadaraja GS, Taketa E, Virbalas J, Weinstein JE, Tsai T, Chan DK. Predictors of successful natural sleep MRI for sensorineural hearing loss in infants. Int J Pediatr Otorhinolaryngol 2023; 165:111430. [PMID: 36603347 DOI: 10.1016/j.ijporl.2022.111430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 11/08/2022] [Accepted: 12/28/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVES Cochlear implantation (CI) in children with sensorineural hearing loss (SNHL) before 12 months of age (mo) improves language outcomes. MRI is important to assess CI candidacy. Anesthesia before 3 years old may increase risk of neurocognitive delay. Natural sleep MRI (NS-MRI) is an emerging technique to avoid anesthesia in infants, but relies on successful sleep for adequate imaging. Our multidisciplinary team hypothesized the following predictors of successful NS-MRI for CI evaluation: age, distance travelled, comorbidities, primary language, insurance type, HL characteristics, time and duration of MRI. METHODS We performed retrospective review of children 0-12mo who attempted NS-MRI. The NS-MRI was successful if imaging was sufficient for definitive clinical management per the managing otolaryngologist. RESULTS Among 26 patients (29 scans), the median age was 3.2mo (range: 1.2-6.8mo), distance travelled was 16.3 miles (range: 0.9 to 365 miles), 12 (46%) children had medical comorbidities. 8 (31%) had public insurance. 10 (38%) had bilateral HL. 52% (15/29) of scans were successful. Patients with comorbidities had significantly lower odds of successful NS-MRI (OR 0.09; 95% CI 0.01-0.54). Success was not associated with age, distance travelled, insurance type, primary language, HL characteristics, time or duration of MRI on univariable analysis. All 11 children who failed NS-MRI underwent hearing-aid fitting and/or imaging with sedation and CI as clinically indicated before 12mo. CONCLUSION NS-MRI was successful in 52% of infants, regardless of age, demographics, HL or MRI characteristics. Unsuccessful NS-MRI did not result in delayed intervention. NS-MRI is an effective consideration for a broad range of infants with SNHL.
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Affiliation(s)
- Elizabeth N Liao
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Yi Li
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Andrea Fung
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Lindsay Lawless
- Department of Radiology Central Nursing and Support, University of California, San Francisco, San Francisco, CA, USA
| | - Josephine Czechowicz
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Melissa Ho
- Department of Audiology, University of California, San Francisco, San Francisco, CA, USA
| | - Kimberly Luu
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Lauren Meyer
- Department of Child Life Services, University of California, San Francisco, San Francisco, CA, USA
| | - Noura I Mohamad
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Garani S Nadaraja
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Emily Taketa
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Jordan Virbalas
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Jacqueline E Weinstein
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Tiffany Tsai
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Dylan K Chan
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Francisco, San Francisco, CA, USA.
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25
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Gallo-Bernal S, Bedoya MA, Gee MS, Jaimes C. Pediatric magnetic resonance imaging: faster is better. Pediatr Radiol 2022:10.1007/s00247-022-05529-x. [PMID: 36261512 DOI: 10.1007/s00247-022-05529-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 08/29/2022] [Accepted: 10/03/2022] [Indexed: 10/24/2022]
Abstract
Magnetic resonance imaging (MRI) has emerged as the preferred imaging modality for evaluating a wide range of pediatric medical conditions. Nevertheless, the long acquisition times associated with this technique can limit its widespread use in young children, resulting in motion-degraded or non-diagnostic studies. As a result, sedation or general anesthesia is often necessary to obtain diagnostic images, which has implications for the safety profile of MRI, the cost of the exam and the radiology department's clinical workflow. Over the last decade, several techniques have been developed to increase the speed of MRI, including parallel imaging, single-shot acquisition, controlled aliasing techniques, compressed sensing and artificial-intelligence-based reconstructions. These are advantageous because shorter examinations decrease the need for sedation and the severity of motion artifacts, increase scanner throughput, and improve system efficiency. In this review we discuss a framework for image acceleration in children that includes the synergistic use of state-of-the-art MRI hardware and optimized pulse sequences. The discussion is framed within the context of pediatric radiology and incorporates the authors' experience in deploying these techniques in routine clinical practice.
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Affiliation(s)
- Sebastian Gallo-Bernal
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - M Alejandra Bedoya
- Department of Radiology, Harvard Medical School, Boston, MA, USA.,Department of Radiology, Boston Children's Hospital, 300 Longwood Ave., 2nd floor, Main Building, Boston, MA, 02115, USA
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Camilo Jaimes
- Department of Radiology, Harvard Medical School, Boston, MA, USA. .,Department of Radiology, Boston Children's Hospital, 300 Longwood Ave., 2nd floor, Main Building, Boston, MA, 02115, USA.
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26
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Magnetic resonance imaging protocols for pediatric acute hematogenous osteomyelitis. Pediatr Radiol 2022:10.1007/s00247-022-05435-2. [PMID: 35794288 DOI: 10.1007/s00247-022-05435-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/17/2022] [Accepted: 06/15/2022] [Indexed: 10/17/2022]
Abstract
Pediatric musculoskeletal infection can be a challenging clinical diagnosis. MRI protocols should be tailored appropriately to diagnose and localize sites of infection, to determine alternative pathologies that could explain the child's presentation, and to identify complications that could alter treatment or lead to devastating consequences in growing bones. In this review, we discuss MRI protocols tailored for suspected acute appendicular musculoskeletal infection in children. These protocols are based on patient age in order to generally reflect the developmental stage of the child, the corresponding relevant anatomy and physiology, and the skeletal maturity-dependent physiopathology of musculoskeletal infections.
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27
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Eley KA, Delso G. Imaging of Bone in the Head and Neck Region, is There More Than CT? CURRENT RADIOLOGY REPORTS 2022; 10:69-82. [PMID: 35463479 PMCID: PMC9013214 DOI: 10.1007/s40134-022-00396-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2022] [Indexed: 01/22/2023]
Abstract
Purpose of Review The objective of this review is to document the advances in non-ionising imaging alternatives to CT for the head and neck. Recent Findings The main alternative to CT for imaging bone of the head and neck region is MRI, particularly techniques which incorporate gradient echo imaging (Black Bone technique) and ultra-short or zero-echo time imaging. Since these techniques can provide high resolution isometric voxels, they can be used to provide multi-planar reformats and, following post processing, 3D reconstructed images of the craniofacial skeleton. As expected, the greatest advancements in recent years have been focused on enhanced image processing techniques and attempts to address the difficulties encountered at air-bone interfaces. Summary This article will review the imaging techniques and recent advancements which are bringing non-ionising alternatives to CT imaging of the bone of the head and neck region into the realm of routine clinical application.
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Affiliation(s)
- Karen A. Eley
- Department of Radiology, School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ UK
| | - Gaspar Delso
- MR Applications & Workflow, GE Healthcare, Barcelona, Spain
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28
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Xu L, Herrington J, Cahill K, Risacher S, Gee MS. Strategies to optimize a pediatric magnetic resonance imaging service. Pediatr Radiol 2022; 52:152-157. [PMID: 33856504 PMCID: PMC8047568 DOI: 10.1007/s00247-021-05059-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 01/29/2021] [Accepted: 03/16/2021] [Indexed: 11/29/2022]
Abstract
A pediatric MRI service is a vital component of a successful radiology department. Building an efficient and effective pediatric MRI service is a multifaceted process that requires detailed planning for considerations related to finance, operations, quality and safety, and process improvement. These are compounded by the unique challenges of caring for pediatric patients, particularly in the setting of the recent coronavirus disease 2019 (COVID-19) pandemic. In addition to material resources, a successful pediatric MRI service depends on a collaborative team consisting of radiologists, physicists, technologists, nurses and vendor specialists, among others, to identify and resolve challenges and to strive for continued improvement. This article provides an overview of the factors involved in both starting and optimizing a pediatric MRI service, including commonly encountered obstacles and some proposed solutions to address them.
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Affiliation(s)
- Limin Xu
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St., Ellison 237, Boston, MA, 02114, USA
| | - Jeremy Herrington
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St., Ellison 237, Boston, MA, 02114, USA
| | - Kellie Cahill
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St., Ellison 237, Boston, MA, 02114, USA
| | - Seretha Risacher
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St., Ellison 237, Boston, MA, 02114, USA
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St., Ellison 237, Boston, MA, 02114, USA.
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29
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Harrington SG, Jaimes C, Weagle KM, Greer MLC, Gee MS. Strategies to perform magnetic resonance imaging in infants and young children without sedation. Pediatr Radiol 2022; 52:374-381. [PMID: 33830290 PMCID: PMC8027290 DOI: 10.1007/s00247-021-05062-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/25/2021] [Accepted: 03/16/2021] [Indexed: 02/07/2023]
Abstract
Given the increasing use of MRI in the pediatric population, the need for sedation in MRI performed in young children is a topic of growing importance. Although sedation is generally tolerated well by children, the financial and operational impacts of anesthesia on MRI workflow, as well as potential adverse effects of anesthetic medications, highlight the need to perform MRI in children without sedation whenever possible. This review focuses on current techniques to facilitate non-sedation MRI in children, including exam preparation with MRI simulation; asleep but not sedated techniques; awake and relaxed techniques using certified child life specialists, animal-assisted therapy, a child-friendly environment and in-scan entertainment; and non-sedated MRI protocol modifications such as shorter scan time, prioritizing sequences, reducing motion artifact, noise reduction, limiting use of gadolinium, employing an open MRI and modifying protocols.
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Affiliation(s)
- Samantha G Harrington
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Boston, MA, 02114, USA.
| | | | - Kathryn M Weagle
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Boston, MA, 02114, USA
| | - Mary-Louise C Greer
- Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St., Boston, MA, 02114, USA
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30
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Lyu X, Tao Y, Dang X. Efficacy and Safety of Intranasal Dexmedetomidine vs. Oral Chloral Hydrate for Sedation in Children Undergoing Computed Tomography/Magnetic Resonance Imaging: A Meta-Analysis. Front Pediatr 2022; 10:872900. [PMID: 35433538 PMCID: PMC9008694 DOI: 10.3389/fped.2022.872900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 02/21/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE This meta-analysis aims to evaluate the sedative efficacy and safety of intranasal administration of dexmedetomidine (DEX) compared with oral chloral hydrate for Computed tomography (CT) or Magnetic Resonance Imaging (MRI) examination in Children. METHODS Cochrane Library, PubMed, Embase, Web of Science, China National Knowledge Infrastructure (CNKI), and China WanFang Databases were searched to collect randomized controlled trials (RCTs) investigating intranasal DEX (test group) vs. oral chloral hydrate (control group) in pediatric CT/MRI examinations up to December 30, 2021. The data were analyzed using Stata 15.0 software. RESULTS Seven RCTs with 1,846 children were identified. The meta-analysis results showed that the success rate of sedation (RR = 1.14, 95% CI: 1.03-1.26, P = 0.011), sedation onset time [weighted mean difference (WMD) = -0.87, 95% CI: -1.42 to -0.31, P = 0.002], sedation duration (WMD = -9.05, 95% CI:-14.69 to -3.42, P = 0.002), time to awakening (WMD = -9.75, 95% CI:-17.57 to -1.94, P = 0.014), and incidence of nausea and vomiting [relative risk (RR) = 0.09, 95% CI:0.04-0.23, P < 0.001) of the test group were significantly better than those of the control group. However, no significant differences were identified in incidence of hypotension (RR = 1.18, 95% CI: 0.51-2.74) and bradycardia (RR = 1.17, 95% CI: 0.13-22.11) between the two groups. CONCLUSION Intranasal administration of DEX is superior to oral chloral hydrate for sedation during pediatric CT/MRI examinations and has a better safety profile.
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Affiliation(s)
- Xiaoqian Lyu
- Department of Anaesthesiology, Sanya Women and Children's Hospital Managed by Shanghai Children's Medical Center, Sanya, China
| | - Yujuan Tao
- Department of Anaesthesiology, Sanya Women and Children's Hospital Managed by Shanghai Children's Medical Center, Sanya, China
| | - Xiujing Dang
- Department of Anaesthesiology, Qilu Children's Hospital of Shandong University, Jinan, China
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31
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Eichhorn H, Vascan AV, Nørgaard M, Ellegaard AH, Slipsager JM, Keller SH, Marner L, Ganz M. Characterisation of Children's Head Motion for Magnetic Resonance Imaging With and Without General Anaesthesia. FRONTIERS IN RADIOLOGY 2021; 1:789632. [PMID: 37492164 PMCID: PMC10365093 DOI: 10.3389/fradi.2021.789632] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/08/2021] [Indexed: 07/27/2023]
Abstract
Head motion is one of the major reasons for artefacts in Magnetic Resonance Imaging (MRI), which is especially challenging for children who are often intimidated by the dimensions of the MR scanner. In order to optimise the MRI acquisition for children in the clinical setting, insights into children's motion patterns are essential. In this work, we analyse motion data from 61 paediatric patients. We compare structural MRI data of children imaged with and without general anaesthesia (GA), all scanned using the same hybrid PET/MR scanner. We analyse several metrics of motion based on the displacement relative to a reference, decompose the transformation matrix into translation and rotation, as well as investigate whether different regions in the brain are affected differently by the children's motion. Head motion for children without GA was significantly higher, with a median of the mean displacements of 2.19 ± 0.93 mm (median ± standard deviation) during 41.7±7.5 min scans; however, even anaesthetised children showed residual head motion (mean displacement of 1.12±0.35 mm). For both patient groups translation along the z-axis (along the scanner bore) was significantly larger in absolute terms (GA / no GA: 0.87±0.29/0.92 ± 0.49 mm) compared to the other directions. Considering directionality, both patient groups were moving in negative z-direction and thus, out of the scanner. The awake children additionally showed significantly more nodding rotation (0.33±0.20°). In future studies as well as in the clinical setting, these predominant types of motion need to be taken into consideration to limit artefacts and reduce re-scans due to poor image quality.
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Affiliation(s)
- Hannah Eichhorn
- Neurobiology Research Unit, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
| | - Andreea-Veronica Vascan
- Neurobiology Research Unit, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
| | - Martin Nørgaard
- Neurobiology Research Unit, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Center for Reproducible Neuroscience, Department of Psychology, Stanford University, Stanford, CA, United States
| | | | - Jakob M. Slipsager
- TracInnovations, Ballerup, Denmark
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, Lyngby, Denmark
- Department of Clinical Physiology, Nuclear Medicine & PET, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Sune Høgild Keller
- Department of Clinical Physiology, Nuclear Medicine & PET, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Lisbeth Marner
- Department of Clinical Physiology, Nuclear Medicine & PET, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Melanie Ganz
- Neurobiology Research Unit, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
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Artunduaga M, Liu CA, Morin CE, Serai SD, Udayasankar U, Greer MLC, Gee MS. Safety challenges related to the use of sedation and general anesthesia in pediatric patients undergoing magnetic resonance imaging examinations. Pediatr Radiol 2021; 51:724-735. [PMID: 33860861 PMCID: PMC8049862 DOI: 10.1007/s00247-021-05044-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 01/17/2021] [Accepted: 03/01/2021] [Indexed: 12/17/2022]
Abstract
The use of sedation and general anesthesia has facilitated the significant growth of MRI use among children over the last years. While sedation and general anesthesia are considered to be relatively safe, their use poses potential risks in the short term and in the long term. This manuscript reviews the reasons why MRI examinations require sedation and general anesthesia more commonly in the pediatric population, summarizes the safety profile of sedation and general anesthesia, and discusses an amalgam of strategies that can be implemented and can ultimately lead to the optimization of sedation and general anesthesia care within pediatric radiology departments.
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Affiliation(s)
- Maddy Artunduaga
- Pediatric Radiology Division, Department of Radiology, University of Texas Southwestern Medical Center, Children's Health Medical Center,, 5323 Harry Hines Blvd., CMC F1.02, Dallas, TX, 75390, USA.
- Children's Health Medical Center, Dallas, TX, USA.
| | - C Amber Liu
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Cara E Morin
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Suraj D Serai
- Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Unni Udayasankar
- Department of Medical Imaging, The University of Arizona Health Sciences, Tucson, AZ, USA
| | - Mary-Louise C Greer
- Department of Diagnostic Imaging, The Hospital for Sick Children, Toronto, ON, Canada
- Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Michael S Gee
- Harvard Medical School, Boston, MA, USA
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
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Editor's Notebook: May 2021. AJR Am J Roentgenol 2021; 216:1137-1138. [PMID: 33899497 DOI: 10.2214/ajr.20.25610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Wallace TE, Afacan O, Jaimes C, Rispoli J, Pelkola K, Dugan M, Kober T, Warfield SK. Free induction decay navigator motion metrics for prediction of diagnostic image quality in pediatric MRI. Magn Reson Med 2021; 85:3169-3181. [PMID: 33404086 PMCID: PMC7904595 DOI: 10.1002/mrm.28649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 11/05/2020] [Accepted: 11/25/2020] [Indexed: 12/23/2022]
Abstract
Purpose To investigate the ability of free induction decay navigator (FIDnav)‐based motion monitoring to predict diagnostic utility and reduce the time and cost associated with acquiring diagnostically useful images in a pediatric patient cohort. Methods A study was carried out in 102 pediatric patients (aged 0‐18 years) at 3T using a 32‐channel head coil array. Subjects were scanned with an FID‐navigated MPRAGE sequence and images were graded by two radiologists using a five‐point scale to evaluate the impact of motion artifacts on diagnostic image quality. The correlation between image quality and four integrated FIDnav motion metrics was investigated, as well as the sensitivity and specificity of each FIDnav‐based metric to detect different levels of motion corruption in the images. Potential time and cost savings were also assessed by retrospectively applying an optimal detection threshold to FIDnav motion scores. Results A total of 12% of images were rated as non‐diagnostic, while a further 12% had compromised diagnostic value due to motion artifacts. FID‐navigated metrics exhibited a moderately strong correlation with image grade (Spearman's rho ≥ 0.56). Integrating the cross‐correlation between FIDnav signal vectors achieved the highest sensitivity and specificity for detecting non‐diagnostic images, yielding total time savings of 7% across all scans. This corresponded to a financial benefit of $2080 in this study. Conclusions Our results indicate that integrated motion metrics from FIDnavs embedded in structural MRI are a useful predictor of diagnostic image quality, which translates to substantial time and cost savings when applied to pediatric MRI examinations.
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Affiliation(s)
- Tess E Wallace
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Onur Afacan
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Camilo Jaimes
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Joanne Rispoli
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Kristina Pelkola
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA
| | - Monet Dugan
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA
| | - Tobias Kober
- Advanced Clinical Imaging Technology, Siemens Healthcare AG, Lausanne, Switzerland.,Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,LTS5, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Simon K Warfield
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
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