Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data. - Inyoung Jun; Scott A. Cohen; Sarah E. Ser; Simone Marini; Robert J. Lucero; Jiang Bian 001; Mattia Prosperi (CDPD, 2023)

Comparative Evaluation of Clinical Large Language Models and Machine Learning to Predict Antimicrobial Resistance in Hospital-Onset Sepsis. - Scott A. Cohen; Ziyi Chen; Jiang Bian 001; Christina Boucher 001; Yonghui Wu; Mattia Prosperi (AIME (1), 2025)

Causal machine learning to investigate the effectiveness of vancomycin as the empiric treatment choice in patients hospitalized with community acquired pneumonia. - Fabrizio Pecoraro; Scott A. Cohen; Mattia Prosperi (ICHI, 2025)