Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study. - Michael Roimi; Rom Gutman; Jonathan Somer; Asaf Ben Arie; Ido Calman; Yaron Bar-Lavie; Udi Gelbshtein; Sigal Liverant-Taub; Arnona Ziv; Danny Eytan; Malka Gorfine; Uri Shalit (J. Am. Medical Informatics Assoc., 2021)

PyDTS: A Python Package for Discrete Time Survival Analysis with Competing Risks. - Tomer Meir; Rom Gutman; Malka Gorfine (CoRR, 2022)

From Observational Data to Clinical Recommendations: A Causal Framework for Estimating Patient-level Treatment Effects and Learning Policies. - Rom Gutman; Shimon Sheiba; Omer Noy Klein; Naama Dekel Bird; Amit Gruber; Doron Aronson; Oren Caspi; Uri Shalit (CoRR, 2025)