Martin Seneviratne

Large language models encode clinical knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 3.2K citations · Full text

Computing, Health Informatics, Computational Linguistics +16

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 431 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Large Language Models Encode Clinical Knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · arXiv (Cornell University) · 2022 · 260 citations · Full text

Computing, Health Informatics, Computational Linguistics +16

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

Juan M. Banda, Martin Seneviratne, Tina Hernandez‐Boussard et al. · Annual Review of Biomedical Data Science · 2018 · 240 citations · Full text

Computing, Biomedical Informatics, Health Informatics +15

Bridging the implementation gap of machine learning in healthcare

Martin Seneviratne, Nigam H. Shah, Larry F. Chu · BMJ Innovations · 2019 · 171 citations · Full text

Computing, Computer Science, Health Informatics +16