Leaderboards/Radiology practices and education

Radiology practices and education

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Susanne Gaube
University College London
2
Ekin Tiu
Harvard University
3
Ekaterina Jussupow
Technische Universität Darmstadt
4
Roman Johannes Gertz
University Hospital Cologne
5
Aaron Nicolson
Commonwealth Scientific and Industrial Research Organisation
6
Zhaoyi Sun
Huawei Technologies (China)
7
Walter F. Wiggins
Wake Forest University
8
Ryutaro Tanno
Google (United Kingdom)
9
European Society of Radiology
European Society of Radiology
10
Rushabh Doshi
Yale University

Rising Stars Papers

1
Collaboration between clinicians and vision–language models in radiology report generation
Nature Medicine|2024
135 cit.
2
Potential of GPT-4 for Detecting Errors in Radiology Reports: Implications for Reporting Accuracy
Radiology|2024
127 cit.
3
Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis
Radiology|2024
121 cit.
4
An Integrative Perspective on Algorithm Aversion and Appreciation in Decision-Making
MIS Quarterly|2024
72 cit.
5
Assessing the Efficacy of Large Language Models in Health Literacy: AComprehensive Cross-Sectional Study
The Yale Journal of Biology and Medicine|2024
38 cit.
6
Explainability does not mitigate the negative impact of incorrect AI advice in a personnel selection task
Scientific Reports|2024
29 cit.
7
Longitudinal data and a semantic similarity reward for chest X-ray report generation
Informatics in Medicine Unlocked|2024
17 cit.
8
Comparing preferences for skin cancer screening: AI-enabled app vs dermatologist
Social Science & Medicine|2024
13 cit.
9
Mental health practitioners’ perceptions and adoption intentions of AI-enabled technologies: an international mixed-methods study
BMC Health Services Research|2025
12 cit.
10
Time graph sub-domain adaption adversarial for fault diagnosis
Measurement Science and Technology|2024
7 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Bettina Baeßler
Universitätsklinikum Würzburg
2
Ken Masters
Apple (Israel)
3
Marzyeh Ghassemi
Vector Institute
4
Keno K. Bressem
TUM Klinikum
5
Matthew P. Lungren
Microsoft (United States)
6
Pranav Rajpurkar
Harvard University
7
Joshua Gawlitza
Weihenstephan-Triesdorf University of Applied Sciences
8
Ugwoke Eze Charles
University of Nigeria
9
Shravya Shetty
Google (United States)
10
Jonathan Kottlors
University Hospital Cologne

Emerging Leaders Papers

1
Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning
Nature Biomedical Engineering|2022
393 cit.
2
Leveraging GPT-4 for Post Hoc Transformation of Free-text Radiology Reports into Structured Reporting: A Multilingual Feasibility Study
Radiology|2023
322 cit.
3
Ethical use of Artificial Intelligence in Health Professions Education: AMEE Guide No. 158
Medical Teacher|2023
253 cit.
4
Benchmarking saliency methods for chest X-ray interpretation
Nature Machine Intelligence|2022
214 cit.
5
The limits of fair medical imaging AI in real-world generalization
Nature Medicine|2024
214 cit.
6
Heterogeneity and predictors of the effects of AI assistance on radiologists
Nature Medicine|2024
158 cit.
7
An evaluation framework for clinical use of large language models in patient interaction tasks
Nature Medicine|2025
153 cit.
8
Evaluating progress in automatic chest X-ray radiology report generation
Patterns|2023
151 cit.
9
GPT-4 for Automated Determination of Radiologic Study and Protocol Based on Radiology Request Forms: A Feasibility Study
Radiology|2023
128 cit.
10
Potential of GPT-4 for Detecting Errors in Radiology Reports: Implications for Reporting Accuracy
Radiology|2024
127 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Eric J. Hall
The University of Texas Southwestern Medical Center
2
Ramin Khorasani
Brigham and Women's Hospital
3
Richard Duszak
University of Mississippi Medical Center
4
Joel Scholten
Washington DC VA Medical Center
5
Carolyn K. Wells
University of Wisconsin–River Falls
6
Henry L. Roediger
Washington University in St. Louis
7
Mitchell H. Brown
University of Toronto
8
Gary L. Wells
Iowa State University
9
Cees van der Vleuten
Maastricht University
10
Howard P. Forman
Yale University

Current Senior Leaders Papers

1
Creating false memories: Remembering words not presented in lists.
Journal of Experimental Psychology Learning Memory and Cognition|1995
3.6k cit.
2
Test-Enhanced Learning
Psychological Science|2006
2.7k cit.
3
Objective structured assessment of technical skill (OSATS) for surgical residents
British journal of surgery|1997
2.3k cit.
4
The Power of Testing Memory: Basic Research and Implications for Educational Practice
Perspectives on Psychological Science|2006
2k cit.
5
Evaluation of Clinical Methods for Rating Dyspnea
CHEST Journal|1988
1.8k cit.
6
The Critical Importance of Retrieval for Learning
Science|2008
1.8k cit.
7
The Will Rogers Phenomenon
New England Journal of Medicine|1985
1.6k cit.
8
Objective structured assessment of technical skill (OSATS) for surgical residents
British journal of surgery|1997
1.5k cit.
9
Radiobiology for the Radiologist
Radiation Research|1995
1.3k cit.
10
The assessment of professional competence: Developments, research and practical implications
Advances in Health Sciences Education|1996
1.2k cit.

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