Jonathan H. Chen

Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

2017 · 1.115 Zit. · New England Journal of Medicine

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

2020 · 305 Zit. · Journal of the American Medical Informatics Association

Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine

2024 · 205 Zit. · npj Digital Medicine

Chatbot vs Medical Student Performance on Free-Response Clinical Reasoning Examinations

2023 · 153 Zit. · JAMA Internal Medicine

How Chatbots and Large Language Model Artificial Intelligence Systems Will Reshape Modern Medicine

2023 · 104 Zit. · JAMA Internal Medicine

Applications of machine learning in routine laboratory medicine: Current state and future directions

2022 · 98 Zit. · Clinical Biochemistry

Deep learning evaluation of biomarkers from echocardiogram videos

2021 · 58 Zit. · EBioMedicine

Performance of ChatGPT on free-response, clinical reasoning exams

2023 · 51 Zit.

Next-Generation Artificial Intelligence for Diagnosis

2021 · 50 Zit. · JAMA

Standing on FURM Ground: A Framework for Evaluating Fair, Useful, and Reliable AI Models in Health Care Systems

2024 · 38 Zit. · NEJM Catalyst

Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment

2024 · 37 Zit. · Journal of the American Medical Informatics Association

ChatGPT Influence on Medical Decision-Making, Bias, and Equity: A Randomized Study of Clinicians Evaluating Clinical Vignettes

2023 · 33 Zit.

Artificial intelligence in medicine: past, present, and future

2020 · 30 Zit. · Artificial Intelligence in Medicine

Influence of a Large Language Model on Diagnostic Reasoning: A Randomized Clinical Vignette Study

2024 · 27 Zit.

Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery

2023 · 21 Zit. · arXiv (Cornell University)