Data-driven Risk Characterization and Prediction of Renal Failure among Diabetic Type 2 Patients using Electronic Medical Records. - Prithwish Chakraborty; Vishrawas Gopalakrishnan; Sharon Hensley Alford; Faisal Farooq (AMIA, 2017)

A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure. - Prithwish Chakraborty; Vishrawas Gopalakrishnan; Sharon M. H. Alford; Faisal Farooq (CoRR, 2017)

Effect of secular trend in drug effectiveness study in real world data. - Sharon Hensley Alford; Piyush Madan; Shilpa Mahatma; Italo Buleje; Yanyan Han; Fang Lu (CoRR, 2018)

An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference. - Yishai Shimoni; Ehud Karavani; Sivan Ravid; Peter Bak; Tan Hung Ng; Sharon Hensley Alford; Denise Meade; Yaara Goldschmidt (CoRR, 2019)