Population-Level Prediction of Type 2 Diabetes From Claims Data and Analysis of Risk Factors. - Narges Razavian; Saul Blecker; Ann Marie Schmidt; Aaron Smith-McLallen; Somesh Nigam; David A. Sontag (Big Data, 2015)

Identifying patterns in medical records through latent semantic analysis. - David Gefen; Jake Miller; Johnathon Kyle Armstrong; Frances H. Cornelius; Noreen Robertson; Aaron Smith-McLallen; Jennifer A. Taylor (Commun. ACM, 2018)

Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration. - Hussein Mozannar; Yuria Utsumi; Irene Y. Chen; Stephanie S. Gervasi; Michele Ewing; Aaron Smith-McLallen; David A. Sontag (CoRR, 2023)