Machine Learning Predictable Inpatient Lab Results for High-Value Care. - Santhosh Balasubramanian; Jason Hom; Shivaal Roy; Jonathan H. Chen (AMIA, 2018)

An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. - Jason K. Wang; Jason Hom; Santhosh Balasubramanian; Alejandro Schuler; Nigam H. Shah; Mary K. Goldstein; Michael T. M. Baiocchi; Jonathan H. Chen (J. Biomed. Informatics, 2018)

Prevalence and Predictability of Low Yield Inpatient Laboratory Diagnostic Tests. - Song Xu; Jason Horn; Santhosh Balasubramanian; Lee F. Schroeder; Nader Najafi; Shivaal Roy; Jonathan H. Chen (AMIA, 2019)