Martin Seneviratne

Large language models encode clinical knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 2.6K citations · Full text

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 430 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Large Language Models Encode Clinical Knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · arXiv (Cornell University) · 2022 · 256 citations · Full text

Multimedqa Multiple-choice Dataset, Llm Fine-tuning, Engineering +20

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 · 231 citations · Full text

Engineering, Machine Learning, Machine Learning Models +22

Bridging the implementation gap of machine learning in healthcare

Martin Seneviratne, Nigam H. Shah, Larry F. Chu · BMJ Innovations · 2019 · 159 citations · Full text

Artificial Intelligence, Healthcare Monitoring Systems, Engineering +22