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Schubert, Leah

0000-0002-7977-3641

Mayo Clinic

University of Colorado Cancer Center

Citations 5

SDAMPP report #1: Holistic review for medical physics residency applicant selection
Yu, Amy S. , Besemer, Abby, Buckey, Courtney, Cetnar, Ashley, DeWeese, Lindsay, Gao, Yu, Lindsay, Patricia, Rodrigues, Anna, Schubert, Leah, Wilson, Joshua, Wisnoskie, Sarah, Yu, Amy Shu-Jung , Buckey, C, Cetnar, Ashley J. , DeWeese, Lindsay , Lindsay, Patricia E, Schubert, Leah , Wisnoskie, Sarah, Juang, Titania

Journal of Applied Clinical Medical Physics | June 4, 2026 | Volume: 27 | Issue: 6 | Pages: No page available

10.1002/acm2.70649 Get It

Abstract Clinical medical physics is a profession that intersects with various groups as part of a broader healthcare team, including dosimetrists, radiation therapists, radiologic and MRI technologists, IT specialists, and physicians. Success in this field requires academic and technical excellence as well as comprehensive skills for working effectively within an interdisciplinary healthcare team. When hiring medical physics residents, the selection of well‐rounded and highly qualified candidates can be facilitated through a holistic review process that ensures consideration of traditional metrics such as academic performance while also accounting for the importance of various experiences, personal attributes, and intrinsic motivations that impact clinical performance and patient care. The Association of American Medical Colleges (AAMC) emphasizes an overall consideration of Experiences, Attributes, Competencies, and Metrics (EACM) as important for the search process. As part of the healthcare community, medical physics shares the same commitment to high‐quality patient care. By adopting the AAMC's EACM framework, medical physics residency programs can strengthen the fairness, rigor, and overall effectiveness of their application review processes—ultimately benefiting applicants, the medical physics community, and the patients we serve. This Society of Directors of Academic Medical Physics Programs (SDAMPP) task report aims to provide information and resources for applying holistic review to the applicant selection process for medical physics residency programs. Our objective is to enable program directors to reevaluate their selection methods in the context of institutional and program missions and goals and to improve the quality and specificity of recruitment by integrating holistic review concepts into their residency recruitment processes. This initiative can inspire change in recruitment practices, aid programs in hiring well‐rounded and well‐qualified residents, and support the professional growth of our trainees in healthcare. This report provides an overview of holistic reviews and its core principles. We review the current literature and provide evidence from successful implementations of holistic review in other medical fields to illustrate how it can benefit our field. Furthermore, we outline actionable recommendations to facilitate transitioning to a holistic review framework and address potential barriers with practical solutions. A supplemental workbook is provided to guide residency programs in developing their own holistic application review and interview processes. With this report, we aim to provide practical implementation guidelines that will allow residency program directors to implement a selection methodology that comprehensively assesses the full qualifications of individual candidates and ultimately fosters the development of versatile and competent clinical medical physicists who are best equipped to advance the field, meet patient needs, and improve patient care.
AAPM Task Group No. 249.B—Essentials and guidelines for clinical medical physics residency training programs
Nye, Jonathon A. , Dugas, Joseph P., Erwin, William D. , Gierga, David P., Kaurin, D.G., Leon, Stephanie , Liu, Ho‐Ling , Lu, Zheng Feng , Magri, Alphonso, Rill, Lynn, Schubert, Leah , Schueler, Beth A. , Vergalasova, Irina , Vetter, John, Wichman, Brian, Yu, Amy S. , Leon, Stephanie M , Liu, Ho-Ling Anthony , Yu, Amy Shu-Jung , Zheng, Dandan , Zheng, Dandan

Journal of Applied Clinical Medical Physics | May 19, 2025 | Volume: 26 | Issue: 6 | Pages: No page available

10.1002/acm2.70111 Get It

Abstract The establishment of guidelines and curriculum standards for medical physics residency training is a critical component of setting expectations and competencies for the profession. Since the last publication of these standards, residency training has become integrated into the eligibility criteria for most medical physics certification bodies. The rapid growth of medical physics requires periodic review of the curriculum to remove outdated approaches, update established knowledge, and add emerging technologies. The goal of this document is to provide a reference standard for residency training program directors, training mentors, and residents to guide creation and/or optimization of their program's curriculum. The document is intentionally forward‐looking to capture emerging technological advances including hybrid diagnostic and therapeutic delivery systems and applications of image processing. This document is an update of the current residency training curriculum. Version history of residency training guidelines Publication Title Date 2013 Essentials and Guidelines for Clinical Medical Physics Residency Training Programs—AAPM Report No. 249 2006 Essentials and Guidelines for Hospital‐Based Medical Physics Residency Training Programs—Report No. 90 1992 Essentials and Guidelines for Hospital‐Based Medical Physics Residency Training Programs—Report No. 36 The Work Group on Periodic Review of Medical Physics Residency Training (WGMPRT) would like to acknowledge the authors of past versions of this document as they form the basis for this update. It is the sincere hope of the WGMPRT that this report will continue to be used by the medical physics community to guide training in the profession.
AAPM WGPE report 394: Simulated error training for the physics plan and chart review
Johnson, Perry , Schubert, Leah , Kim, Grace Gwe‐Ya, Faught, Jacqueline, Buckey, C, Luk, Samuel M. H. , Parker, S. , Conroy, Leigh , Schofield, Deborah

Medical Physics | April 8, 2024 | Volume: 51 | Issue: 5 | Pages: 3165-3172

10.1002/mp.17051 Get It

AbstractBackgroundSimulated error training is a method to practice error detection in situations where the occurrence of error is low. Such is the case for the physics plan and chart review where a physicist may check several plans before encountering a significant problem. By simulating potentially hazardous errors, physicists can become familiar with how they manifest and learn from mistakes made during a simulated plan review.PurposeThe purpose of this project was to develop a series of training datasets that allows medical physicists and trainees to practice plan and chart reviews in a way that is familiar and accessible, and to provide exposure to the various failure modes (FMs) encountered in clinical scenarios.MethodsA series of training datasets have been developed that include a variety of embedded errors based on the risk‐assessment performed by American Association of Physicists in Medicine (AAPM) Task Group 275 for the physics plan and chart review. The training datasets comprise documentation, screen shots, and digital content derived from common treatment planning and radiation oncology information systems and are available via the Cloud‐based platform ProKnow.ResultsOverall, 20 datasets have been created incorporating various software systems (Mosaiq, ARIA, Eclipse, RayStation, Pinnacle) and delivery techniques. A total of 110 errors representing 50 different FMs were embedded with the 20 datasets. The project was piloted at the 2021 AAPM Annual Meeting in a workshop where participants had the opportunity to review cases and answer survey questions related to errors they detected and their perception of the project's efficacy. In general, attendees detected higher‐priority FMs at a higher rate, though no correlation was found between detection rate and the detectability of the FMs. Familiarity with a given system appeared to play a role in detecting errors, specifically when related to missing information at different locations within a given software system. Overall, 96% of respondents either agreed or strongly agreed that the ProKnow portal and training datasets were effective as a training tool, and 75% of respondents agreed or strongly agreed that they planned to use the tool at their local institution.ConclusionsThe datasets and digital platform provide a standardized and accessible tool for training, performance assessment, and continuing education regarding the physics plan and chart review. Work is ongoing to expand the project to include more modalities, radiation oncology treatment planning and information systems, and FMs based on emerging techniques such as auto‐contouring and auto‐planning.
Introduction to concept inventories for medical physics education
Cetnar, Ashley J. , Besemer, Abby, Bry, Victoria, Buckey, C, Burmeister, Jay , Rodrigues, Anna , Schubert, Leah , Speidel, Michael A. , Sutlief, Steven , Yu, Amy S. , Buckey, Courtney R, Yu, Amy Shu-Jung , Bry, Victoria N.

Journal of Applied Clinical Medical Physics | August 30, 2023 | Volume: 24 | Issue: 10 | Pages: No page available

10.1002/acm2.14130 Get It

AbstractConcept inventories are multiple choice exams designed with the intention to test core concepts on specific subjects and evaluate common misconceptions. These tests serve as a useful tool in the classroom to assess value added by the instructor's educational methods and to better understand how students learn. They can provide educators with a method to evaluate their current teaching strategies and to make modifications that enhance student learning and ultimately elevate the quality of medical physics education. The use of concept inventories in introductory college physics courses revealed important gaps in conceptual understanding of physics by undergraduate students and motivated a shift of physics teaching towards more effective methods, such as active learning techniques. The goal of this review is to introduce medical physicists to concept inventories as educational evaluation tools and discuss potential applications to medical physics education by development through multi‐institutional collaboration.
Medical physics practice guideline 4.b: Development, implementation, use and maintenance of safety checklists
Conroy, Leigh , Faught, Jacqueline, Bowers, Erika, Ecclestone, Gillian, Santos, Luis E. Fong de los, Hsu, Annie , Johnson, Jennifer Lynn, Kim, Grace Gwe‐Ya, Schechter, Naomi R., Schubert, Leah , Sterling, David A. , Fong de Los Santos, Luis E, Sterling, David A.

Journal of Applied Clinical Medical Physics | February 5, 2023 | Volume: 24 | Issue: 3 | Pages: No page available

10.1002/acm2.13895 Get It

AbstractThe American Association of Physicists in Medicine (AAPM) is a nonprofit professional society whose primary purposes are to advance the science, education, and professional practice of medical physics. The AAPM has more than 8000 members and is the principal organization of medical physicists in the US. The AAPM will periodically define new practice guidelines for medical physics practice to help advance the science of medical physics and to improve the quality of service to patients throughout the US. Existing medical physics practice guidelines will be reviewed for the purpose of revision or renewal, as appropriate, on their fifth anniversary or sooner. Each medical physics practice guideline represents a policy statement by the AAPM, has undergone a thorough consensus process in which it has been subjected to extensive review, and requires the approval of the Professional Council. The medical physics practice guidelines recognize that the safe and effective use of diagnostic and therapeutic radiology requires specific training, skills, and techniques, as described in each document. Reproduction or modification of the published practice guidelines and technical standards by those entities not providing these services is not authorized. The following terms are used in the AAPM practice guidelines: Must and must not: Used to indicate that adherence to the recommendation is considered necessary to conform to this practice guideline. While must is the term to be used in the guidelines, if an entity that adopts the guideline has shall as the preferred term, the AAPM considers that must and shall have the same meaning. Should and should not: Used to indicate a prudent practice to which exceptions may occasionally be made in appropriate circumstances.