Challenges in replicating secondary analysis of electronic health records data with multiple computable phenotypes: A case study on methicillin-resistant Staphylococcus aureus bacteremia infections. - Inyoung Jun; Shannan N. Rich; Zhaoyi Chen; Jiang Bian 001; Mattia Prosperi (Int. J. Medical Informatics, 2021)

Joint Application of the Target Trial Causal Framework and Machine Learning Modeling to Optimize Antibiotic Therapy: Use Case on Acute Bacterial Skin and Skin Structure Infections due to Methicillin-resistant Staphylococcus aureus. - Inyoung Jun; Simone Marini; Christina Boucher 001; J. Glenn Morris; Jiang Bian 001; Mattia Prosperi (CoRR, 2022)

Quantification of Racial Disparity on Urinary Tract Infection Recurrence and Treatment Resistance in Florida using Algorithmic Fairness Methods. - Inyoung Jun; Sarah E. S. Leary; Jie Xu 012; Jiang Bian 001; Mattia Prosperi (ICHI, 2023)

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)