Improved Patient Classification with Language Model Pretraining Over Clinical Notes. - Jonas Kemp; Alvin Rajkomar; Andrew M. Dai (CoRR, 2019)

Learning an Adaptive Learning Rate Schedule. - Zhen Xu 006; Andrew M. Dai; Jonas Kemp; Luke Metz (CoRR, 2019)

Analyzing the role of model uncertainty for electronic health records. - Michael W. Dusenberry; Dustin Tran; Edward Choi; Jonas Kemp; Jeremy Nixon; Ghassen Jerfel; Katherine A. Heller; Andrew M. Dai (CHIL, 2020)

Instability in clinical risk stratification models using deep learning. - Daniel Lopez Martinez; Alex Yakubovich; Martin Seneviratne; Ádám D. Lelkes; Akshit Tyagi; Jonas Kemp; Ethan Steinberg; N. Lance Downing; Ron C. Li; Keith E. Morse; Nigam H. Shah; Ming-Jun Chen (ML4H@NeurIPS, 2022)

Boosting the interpretability of clinical risk scores with intervention predictions. - Eric Loreaux; Ke Yu; Jonas Kemp; Martin Seneviratne; Christina Chen; Subhrajit Roy; Ivan Protsyuk; Natalie Harris; Alexander D'Amour; Steve Yadlowsky; Mingjun Chen (CoRR, 2022)

Capabilities of Gemini Models in Medicine. - Khaled Saab 003; Tao Tu 001; Wei-Hung Weng; Ryutaro Tanno; David Stutz; Ellery Wulczyn; Fan Zhang; Tim Strother; Chunjong Park; Elahe Vedadi; Juanma Zambrano Chaves; Szu-Yeu Hu; et al. (CoRR, 2024)

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. - Tobi Olatunji; Charles Nimo; Abraham Toluwase Owodunni; Tassallah Abdullahi; Emmanuel Ayodele; Mardhiyah Sanni; Chinemelu Aka; Folafunmi Omofoye; Foutse Yuehgoh; Timothy Faniran; Bonaventure F. P. Dossou; Moshood Yekini; et al. (CoRR, 2024)

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. - Charles Nimo; Tobi Olatunji; Abraham Toluwase Owodunni; Tassallah Abdullahi; Emmanuel Ayodele; Mardhiyah Sanni; Ezinwanne C. Aka; Folafunmi Omofoye; Foutse Yuehgoh; Timothy Faniran; Bonaventure F. P. Dossou; Moshood O. Yekini; et al. (ACL (1), 2025)