Leaderboards/Innovations in Medical Education

Innovations in Medical Education

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Shantanu Nundy
Milken Institute
2
Michail Papapanou
National and Kapodistrian University of Athens
3
Devin B. Morris
Association of American Medical Colleges
4
Mert Karabacak
Mount Sinai Health System
5
Elizabeth McLaney
Sunnybrook Health Science Centre
6
Susanne Mak
Centre for Interdisciplinary Research in Rehabilitation
7
Ethan Goh
Stanford University
8
Chun Chung Cheung
University of Bristol
9
Patricia Capdevila-Gaudens
Pompeu Fabra University
10
Emmanuelle Motte‐Signoret
Centre Hospitalier Intercommunal de Poissy

Rising Stars Papers

1
Large Language Model Influence on Diagnostic Reasoning
JAMA Network Open|2024
541 cit.
2
GPT-4 assistance for improvement of physician performance on patient care tasks: a randomized controlled trial
Nature Medicine|2025
134 cit.
3
Physician clinical decision modification and bias assessment in a randomized controlled trial of AI assistance
Communications Medicine|2025
30 cit.
4
Tracing topics and trends in <scp>drug‐resistant</scp> epilepsy research using a natural language <scp>processing–based</scp> topic modeling approach
Epilepsia|2024
18 cit.
5
Development and internal validation of machine learning models for personalized survival predictions in spinal cord glioma patients
The Spine Journal|2024
14 cit.
6
Radiomics-Based Machine Learning with Natural Gradient Boosting for Continuous Survival Prediction in Glioblastoma
Cancers|2024
14 cit.
7
Machine learning models on a web application to predict short-term postoperative outcomes following anterior cervical discectomy and fusion
BMC Musculoskeletal Disorders|2024
10 cit.
8
A large scale multi institutional study for radiomics driven machine learning for meningioma grading
Scientific Reports|2024
8 cit.
9
The MOST (Mortality Score for TBI): A novel prediction model beyond CRASH-Basic and IMPACT-Core for isolated traumatic brain injury
Injury|2024
7 cit.
10
Data-Driven Prognostication in Distal Medium Vessel Occlusions Using Explainable Machine Learning
American Journal of Neuroradiology|2024
7 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Matilda Liljedahl
Sahlgrenska University Hospital
2
Hussein Elghazaly
National Health Service
3
Christine Bent
Allina Health
4
Danya Stone
Brighton and Sussex Medical School
5
Maisie de Wolf
Barking, Havering And Redbridge University Hospitals NHS Trust
6
Duana Quigley
Trinity College Dublin
7
Susan Hingle
Southern Illinois University School of Medicine
8
Eleni Routsi
National and Kapodistrian University of Athens
9
Dimitriοs Schizas
Laiko General Hospital of Athens
10
Vikas Yellapu
St. Luke's University Health Network

Emerging Leaders Papers

1
The evaluation of an evidence-based model of feedback implemented on an undergraduate dental clinical learning environment
BMC Medical Education|2022
482 cit.
2
Characterizing the hypertensive cardiovascular phenotype in the UK Biobank
European Heart Journal - Cardiovascular Imaging|2023
24 cit.
3
Junior doctors' experiences of the medical internship: a qualitative study
International Journal of Medical Education|2022
22 cit.
4
The medical internship as a meaningful transition: A phenomenographic study
Medical Education|2023
22 cit.
5
Mechanosensitive Stem-Cell Genes and Klotho in Atherosclerotic Aortas: Regulating Spatially Deranged Expression Patterns Using Colchicine Regimens
Journal of Clinical Medicine|2022
21 cit.
6
How workplace learning is put into practice: contrasting the medical and nursing contexts from the perspective of teaching and learning regimes
Advances in Health Sciences Education|2022
19 cit.
7
Faculty Experiences Related to Career Advancement and Success in Academic Medicine
Teaching and Learning in Medicine|2022
18 cit.
8
The Effect of Quercetin on Non-Alcoholic Fatty Liver Disease (NAFLD) and the Role of Beclin1, P62, and LC3: An Experimental Study
Nutrients|2024
14 cit.
9
The Impact of Nutritional and Functional Status on Postoperative Outcomes following Esophageal Cancer Surgery
Nutrition and Cancer|2022
13 cit.
10
Evaluating the prognostic performance of bedside tests used for peripheral arterial disease diagnosis in the prediction of diabetic foot ulcer healing
BMJ Open Diabetes Research & Care|2023
12 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Cees van der Vleuten
Maastricht University
2
Huda Zurayk
American University of Beirut
3
Nicole Robinson
Indiana University – Purdue University Indianapolis
4
Olle ten Cate
University Medical Center Utrecht
5
Steven J. Durning
Mayo Clinic
6
Albert Scherpbier
Maastricht University
7
Glenn Regehr
University of British Columbia
8
David Stevens
University of Cambridge
9
Yvonne Steinert
McGill University
10
Tait D. Shanafelt
Mayo Clinic

Current Senior Leaders Papers

1
Health professionals for a new century: transforming education to strengthen health systems in an interdependent world
The Lancet|2010
5.8k cit.
2
Lost in knowledge translation: Time for a map?
Journal of Continuing Education in the Health Professions|2006
4.7k cit.
3
Burnout and Satisfaction With Work-Life Balance Among US Physicians Relative to the General US Population
Archives of Internal Medicine|2012
3.4k cit.
4
Changes in Burnout and Satisfaction With Work-Life Balance in Physicians and the General US Working Population Between 2011 and 2014
Mayo Clinic Proceedings|2015
2.9k cit.
5
SQUIRE 2.0 (<i>Standards for QUality Improvement Reporting Excellence)</i>: revised publication guidelines from a detailed consensus process
BMJ Quality & Safety|2015
2.8k cit.
6
Burnout and Self-Reported Patient Care in an Internal Medicine Residency Program
Annals of Internal Medicine|2002
2.2k cit.
7
Burnout and Medical Errors Among American Surgeons
Annals of Surgery|2010
2.1k cit.
8
Burnout Among U.S. Medical Students, Residents, and Early Career Physicians Relative to the General U.S. Population
Academic Medicine|2014
2k cit.
9
Understanding and Addressing Sources of Anxiety Among Health Care Professionals During the COVID-19 Pandemic
JAMA|2020
2k cit.
10
Burnout and Suicidal Ideation among U.S. Medical Students
Annals of Internal Medicine|2008
1.5k cit.

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