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Kleiman K, Zalasin S, Yalniz C, Zamora K, Li Y, Woodard S. Preliminary investigation: Feasibility study of a virtual reality breast biopsy simulation. Curr Probl Diagn Radiol 2025; 54:361-368. [PMID: 39488463 DOI: 10.1067/j.cpradiol.2024.10.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 10/16/2024] [Accepted: 10/21/2024] [Indexed: 11/04/2024]
Abstract
RATIONALE AND OBJECTIVES Ultrasound-guided breast biopsies are the most frequently performed imaging-guided breast procedures. During training, learners may lack exposure due to limited volume and sensitive anatomy. Current simulation training often involves the use of manufactured or homemade (chicken or turkey breast) phantoms. Virtual reality is an emerging technology, allowing learners to have flexibility in learning, real-life interactive experiences and measurable feedback. The purpose of this study is to assess the feasibility of a novel virtual reality breast biopsy simulation trainer. METHODS This was a HIPAA-compliant, IRB-approved prospective feasibility study. The participants were three fellowship-trained breast radiologists with varying years of experience. Participants received an introduction to the virtual reality (VR) breast biopsy simulation and brief training session, describing how to enter the simulation and navigate controls. The participants were instructed to perform as many breast biopsies as possible within a 15-min time period. One biopsy cycle consisted of entering the breast with the biopsy needle, taking a biopsy sample and removing the needle. Time to successfully biopsy the mass was recorded by the VR program, and this data was recorded to assess improvement from start to finish of the simulation. A post-procedure survey was administered to all participants immediately after completion of the simulation. Qualitative open-ended subjective feedback was also obtained via Qualtrics. RESULTS All three breast radiologists completed the simulation. There were no complications from the procedure, including no motion sickness or fatigue resulting in simulation termination. Results of data obtained from the simulation showed decreased time to successful biopsy (slope = -19.23) with each subsequent trial for all three participant breast radiologists. A decreased time to biopsy was associated with a higher cumulative number of successful biopsies (p = 0.0037). A higher number of cumulative successful biopsies was associated with decreased number of body entries (p = 0.0332) and biopsy fires (p = 0.0221) before a successful tissue sample. Mean responses for Likert scale survey results were overall high. The radiologists found the simulator to be engaging (4.67/5.00 ± 0.47), realistic (2.67/3.00 ± 0.47) and would recommend the simulation to other healthcare professionals (2.67/3.00 ± 0.47). The radiologists participating in the trial also provided overall favorable subjective feedback. CONCLUSIONS This study presents a novel approach for ultrasound-guided breast biopsy training with a VR simulation that showed to be successfully capable of recording time-to-completion of each biopsy attempt. Future studies will be directed toward assessing the utility of the simulation in improving trainee skills.
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Affiliation(s)
- Kyle Kleiman
- Edward Via College of Osteopathic Medicine, Carolinas Campus, 350 Howard St, Spartanburg, SC 29303, USA.
| | - Stefanie Zalasin
- Department of Radiology, The University of Alabama at Birmingham, 619 19th Street South, Birmingham, AL 35249, USA
| | - Ceren Yalniz
- Department of Radiology, The University of Alabama at Birmingham, 619 19th Street South, Birmingham, AL 35249, USA
| | - Kathryn Zamora
- Department of Radiology, The University of Alabama at Birmingham, 619 19th Street South, Birmingham, AL 35249, USA
| | - Yufeng Li
- Department of Medicine, The University of Alabama at Birmingham. 1802 6th Avenue South, Birmingham, AL 35233, USA.
| | - Stefanie Woodard
- Department of Radiology, The University of Alabama at Birmingham, 619 19th Street South, Birmingham, AL 35249, USA.
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Rozenshtein A, Findeiss LK, Wood MJ, Shih G, Parikh JR. The U.S. Radiologist Workforce: AJR Expert Panel Narrative Review. AJR Am J Roentgenol 2025; 224:e2432085. [PMID: 39692304 DOI: 10.2214/ajr.24.32085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024]
Abstract
The U.S. radiologist workforce has experienced periods of growth as well as stagnation and downturns, with concerns of radiologist oversupply during tight job markets followed by perceived workforce shortages. Major issues facing the radiologist workforce today include the following: the impacts of accumulated policy changes; a mismatch between the demand for radiologist services and the current size of the radiologist workforce; dissatisfaction, turnover, and burnout among radiologists; challenges in radiology resident education due to employment trends; and the promise and challenges of artificial intelligence. To address current and future workforce shortages, radiology as a profession must adapt to ongoing stresses and the changing care ecosystem by promoting appropriate utilization, leveraging all existing workforce reserves, and embracing innovation. In this AJR Expert Panel Narrative Review, we explore the recent history of the U.S. radiologist workforce; examine the political, social, and educational milieus faced by current and future radiologists; and consider the effects of disruptive technology.
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Affiliation(s)
- Anna Rozenshtein
- Department of Radiology, Westchester Medical Center/New York Medical College, 100 Woods Rd, Valhalla, New York, NY 10591
| | | | - Monica J Wood
- Department of Radiology, Mount Auburn Hospital/Harvard Medical School, Cambridge, MA
| | - George Shih
- Department of Radiology, Weill Cornell Medicine, New York, NY
| | - Jay R Parikh
- Division of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Szymanski KA, Hoang AT, Van Tassel D, Kang P, Pfeifer CM. On-Call Radiology Resident Preliminary Report Major Discrepancies: A Meta-analysis. Acad Radiol 2025; 32:2342-2356. [PMID: 40204426 DOI: 10.1016/j.acra.2025.01.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 01/02/2025] [Accepted: 01/10/2025] [Indexed: 04/11/2025]
Abstract
RATIONALE AND OBJECTIVES Throughout their training, radiology residents frequently perform independent overnight call, with attendings overreading reports the following morning. Call shifts are a fundamental part of radiology resident training, offering independence that can improve decision-making skills and professional confidence. However, because errors have the potential to affect patient care, analysis of clinically significant errors is critical. This meta-analysis was performed to organize existing data on on-call resident preliminary report discrepancy rates and to compare rates across modalities and resident years. MATERIALS AND METHODS A PubMed search was performed in August 2024 using ("resident report discrepancy" OR ("resident" AND "error") OR "preliminary") AND "radiology" AND "call". Articles were included if they met the criteria, and relevant information was collected. Statistical analysis was performed. RESULTS The PubMed search resulted in 107 articles, of which 20 met inclusion criteria. These studies included 616,918 preliminary reports. Pooled preliminary report major discrepancy rate (%) by modality was 0.64 for radiographs, 0.38 for US, 1.35 for CT, and 1.86 for MRI and by resident year was 1.27 for R1s, 1.05 for R2s, 0.88 for R3s, and 0.67 for R4s. The highest discrepancy rate was seen for R1s reading MRI (8.70%). The majority of papers included describe residents taking independent call, with only three having fellow or attending supervised call part of the time. CONCLUSION Radiology residents are valuable members of the healthcare team and demonstrate high accuracy during independent call shifts. Fellow or attending real-time supervision can shorten the time to final report, and whether a hospital implements this should be decided by analyzing its individual system. This analysis is limited by variability in the classification of major discrepancies and inability to further classify data by body region scanned. In light of this, we encourage standardization in future reporting.
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Affiliation(s)
- Kathryn A Szymanski
- Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (K.A.S., A.T.H., D.V.T., P.K., C.M.P.).
| | - An T Hoang
- Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (K.A.S., A.T.H., D.V.T., P.K., C.M.P.)
| | - Dane Van Tassel
- Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (K.A.S., A.T.H., D.V.T., P.K., C.M.P.); Diagnostic Radiology Residency, Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (D.V.T.); Department of Radiology, Phoenix Children's Hospital, Phoenix, Arizona (D.V.T., C.M.P.)
| | - Paul Kang
- Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (K.A.S., A.T.H., D.V.T., P.K., C.M.P.)
| | - Cory M Pfeifer
- Creighton University School of Medicine-Phoenix Regional Campus, Phoenix, Arizona (K.A.S., A.T.H., D.V.T., P.K., C.M.P.); Department of Radiology, Phoenix Children's Hospital, Phoenix, Arizona (D.V.T., C.M.P.)
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4
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Liaw P, Cutts JM, Brook A, Lee KS, Chang YM. Improving virtual readouts in the post-pandemic era. Clin Imaging 2025; 120:110433. [PMID: 39978145 DOI: 10.1016/j.clinimag.2025.110433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 02/04/2025] [Accepted: 02/12/2025] [Indexed: 02/22/2025]
Affiliation(s)
- Peter Liaw
- Beth Israel Deaconess Medical Center, Department of Radiology, 330 Brookline Avenue, Boston, MA 02215, United States of America.
| | - Jennifer M Cutts
- Beth Israel Deaconess Medical Center, Department of Radiology, 330 Brookline Avenue, Boston, MA 02215, United States of America
| | - Alexander Brook
- Beth Israel Deaconess Medical Center, Department of Radiology, 330 Brookline Avenue, Boston, MA 02215, United States of America
| | - Karen S Lee
- Beth Israel Deaconess Medical Center, Department of Radiology, 330 Brookline Avenue, Boston, MA 02215, United States of America
| | - Yu-Ming Chang
- Beth Israel Deaconess Medical Center, Department of Radiology, 330 Brookline Avenue, Boston, MA 02215, United States of America
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Garner HW, Slanetz PJ, Swanson JO, Griffith BD, DeBenedectis CM, Gould JE, Holm TL, Retrouvey M, Paladin AM, Rozenshtein A. What Program Directors Think About Resident Education: Results of the 2023 Spring Survey of the Association of Program Directors in Radiology (APDR) Part II. Acad Radiol 2024; 31:5331-5336. [PMID: 39327135 DOI: 10.1016/j.acra.2024.08.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 08/13/2024] [Accepted: 08/20/2024] [Indexed: 09/28/2024]
Abstract
RATIONALE AND OBJECTIVES The Association of Program Directors in Radiology (APDR) administers an annual survey to assess issues and experiences related to residency program management and education. Response data from the 2023 survey provides insights on the impact of COVID-19 on resident recruitment (Part I) and education (Part II), which can be used to facilitate planning and resource allocation for the evolving needs of programs and their leadership. MATERIALS AND METHODS An observational, cross-sectional study of the APDR membership was performed using a web-based survey consisting of 45 questions, 12 of which pertain to resident education in the post-pandemic era and are discussed in Part II of a two-part survey analysis. All active APDR members (n = 393) were invited to participate in the survey. RESULTS The response rate was 32% (124 of 393). Results were tallied using Qualtrics software and qualitative responses were tabulated or summarized as comments. CONCLUSIONS The primary challenges to resident education are faculty burnout, rising case volumes, and remote instruction. However, most program leaders report that in-person readouts are much more common than remote readouts. The ability to offer both in-person and remote AIRP sessions is viewed positively. Most program leaders require Authorized User certification, although many do not think all residents need it. Assessment of procedural competence varies by the type of procedure and is similar to graduates' self-assessment of competence.
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Affiliation(s)
- Hillary W Garner
- Department of Radiology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL 32224 (H.W.G.).
| | - Priscilla J Slanetz
- Department of Radiology, Boston University Medical Center, 715 Albany St. E-113, Boston, MA 02118 (P.J.S.)
| | - Jonathan O Swanson
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Ave, Madison, WI 53792 (J.O.S.)
| | - Brent D Griffith
- Department of Radiology, Henry Ford Hospital, 2799 W Grand Blvd, Detroit, MI 48202 (B.D.G.)
| | - Carolynn M DeBenedectis
- Department of Radiology, University of Massachusetts Medical School, 55 Lake Ave North, Worcester, MA 01605 (C.M.D.)
| | - Jennifer E Gould
- Department of Radiology, Washington University Mallinckrodt Institute of Radiology at Barnes-Jewish Hospital, 4921 Parkview Pl # 3, St. Louis, MO 63110 (J.E.G.)
| | - Tara L Holm
- Department of Radiology, University of Minnesota Medical School, 420 Delaware St SE, MMC292, Minneapolis, MN 55455 (T.L.H.)
| | - Michele Retrouvey
- Department of Women's & Children's Health, Florida Atlantic University Charles E. Schmidt College of Medicine, 777 Glades Road BC-71, Boca Raton, FL 33431 (M.R.)
| | - Angelisa M Paladin
- Department of Radiology, Seattle Children's Hospital, 4800 Sand Point Way Ne, Seattle, WA (A.M.P.)
| | - Anna Rozenshtein
- Department of Radiology, Westchester Medical Center, 100 Woods Road, Valhalla, NY 10595 (A.R.)
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Deng F, Thomas SA. Medicolegal Insights for Residents: AJR Podcast Series on Diagnostic Excellence and Error, Episode 6. AJR Am J Roentgenol 2024. [PMID: 39602100 DOI: 10.2214/ajr.24.32398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Affiliation(s)
- Francis Deng
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 600 N Wolfe St, Phipps B110, Baltimore, MD 21287
| | - Shailin A Thomas
- Department of Radiology, NYU Grossman School of Medicine, New York, NY
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Hicks ED, Heft ME, Hameed MY, Jackson KE, Kaukis N, Jensen HK, Wong K. Factors for which radiology residents choose fellowship. Curr Probl Diagn Radiol 2024; 53:499-502. [PMID: 38302302 DOI: 10.1067/j.cpradiol.2024.01.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 01/17/2024] [Indexed: 02/03/2024]
Abstract
PURPOSE The objective of this study is to assess factors that influence radiology residents' decision to pursue fellowship. Historically a large majority of Diagnostic Radiology (DR) residents have pursued fellowship, but with changes in the job market and the Covid-19 pandemic, this study analyzes the current trends associated with radiology fellowship choice. MATERIALS AND METHODS An anonymous 28-question survey was constructed based on literature review and pilot feedback from university radiology residents. The survey was distributed through APDR and to all program coordinators to be distributed to residents. Demographic information and questions related to fellowship choice were assessed. The survey was conducted through RedCap and consisted of multiple choice and sliding scale questions. RESULTS 214 radiology residents responded, representing 4.6 % of US DR residents across 199 programs. The top fellowship choices included neuroradiology (20.5 %), musculoskeletal imaging (17.3 %), body imaging (16.8 %), and breast imaging (16.4 %). Most influential factors for fellowship selection were strong personal interest, enjoyable rotation, work hours, job security, and compensation. Least influential factors were research opportunities and specific group practice. CONCLUSION The decision to pursue fellowship remains almost unanimous among US DR residents. Strong personal interest, enjoyable rotations, and favorable work hours were rated as the most important factors in the decision to pursue fellowship. Neuroradiology, musculoskeletal, and body imaging remained the most popular specialties, with a notable increase in interest in breast radiology compared to literature. To attract prospective fellows, residency and fellowship programs should emphasize aforementioned factors and offer more early exposure to subspecialties during residency.
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Affiliation(s)
- Evan D Hicks
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
| | - Mallory E Heft
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Muhammad Y Hameed
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Kyle E Jackson
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Nicholas Kaukis
- Department of Biomedical Informatics, Little Rock, AR 72205, USA
| | - Hanna K Jensen
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Kevin Wong
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
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Morris RW, Kresse ME, Chang CY, Goodman EM. Five Years of the Musculoskeletal Radiology Fellowship Match: Trends and Perspectives. Acad Radiol 2024; 31:1698-1706. [PMID: 38042625 DOI: 10.1016/j.acra.2023.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/28/2023] [Accepted: 11/07/2023] [Indexed: 12/04/2023]
Abstract
RATIONALE AND OBJECTIVES The 2023 Match marks 5 years since the Musculoskeletal (MSK) Radiology Fellowship Match first took place in June 2019. The objective of this study is to analyze trends in the MSK Match over its 5-year course. MATERIALS AND METHODS Data from the National Resident Matching Program were evaluated for the number of applicants, medical school type of matched applicants, number of programs, and number of positions. Programs were grouped according to geographic region, program size, and ACGME accreditation status. These data were plotted to look for trends over time and by program characteristics. RESULTS There has been little variation in the number of eligible programs registering for the Match (range 80-83). The number of available positions has had a wider variation (range 204-218), and the number of applicants preferring MSK has varied from 156 to 178. The gap between positions and applicants has resulted in a percentage of positions filled that has ranged from 70.9% to 82.4%. Program size is positively correlated with Match rates, with 100% of programs with five or more positions filling ≥ 50% in 4 out of 5 years. CONCLUSION The variable numbers of fellowship positions and applicants have resulted in variable success of the Match by all metrics. Maintaining or increasing the number of applicants is the most critical factor for ongoing Match success.
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Affiliation(s)
- Robert W Morris
- University of Mississippi Medical Center, Division of Musculoskeletal Imaging, Department of Radiology, 2500 North State St. Jackson, Mississippi, 39216, USA (R.W.M.).
| | - Maxine E Kresse
- University of Virginia School of Medicine, Division of Musculoskeletal Imaging and Intervention, Department of Radiology and Medical Imaging, 1215 Lee St. Charlottesville, Virginia, 22908, USA (M.E.K.)
| | - Connie Y Chang
- Massachusetts General Hospital, Division of Musculoskeletal Imaging and Intervention, Department of Radiology, 55 Fruit St. Boston, Massachusetts, 02114, USA (C.Y.C.)
| | - Eric M Goodman
- Zucker School of Medicine at Hofstra/Northwell, Division of Musculoskeletal Imaging, Department of Radiology, 500 Hofstra Blvd. Hempstead, New York, 11549, USA (E.M.G.)
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Penn L, Golden ED, Tomblinson C, Sugi M, Nickerson JP, Peterson RB, Tigges S, Kennedy TA. Training the New Radiologists: Approaches for Education. Semin Ultrasound CT MR 2024; 45:139-151. [PMID: 38373671 DOI: 10.1053/j.sult.2024.02.003] [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: 02/21/2024]
Abstract
The field of Radiology is continually changing, requiring corresponding evolution in both medical student and resident training to adequately prepare the next generation of radiologists. With advancements in adult education theory and a deeper understanding of perception in imaging interpretation, expert educators are reshaping the training landscape by introducing innovative teaching methods to align with increased workload demands and emerging technologies. These include the use of peer and interdisciplinary teaching, gamification, case repositories, flipped-classroom models, social media, and drawing and comics. This publication aims to investigate these novel approaches and offer persuasive evidence supporting their incorporation into the updated Radiology curriculum.
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Affiliation(s)
- Lauren Penn
- University of Wisconsin School of Medicine and Public Health, Madison, WI.
| | | | | | | | | | | | | | - Tabassum A Kennedy
- University of Wisconsin School of Medicine and Public Health, Madison, WI.
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