Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage. - Minh Nguyen; Nicolai P. Ostberg; Conor K. Corbin; Tiffany Eulalio; Gautam Machiraju; Ben J. Marafino; Michael T. M. Baiocchi; Christian Rose; Jonathan H. Chen (AMIA, 2021)

Developing machine learning models to personalize care levels among emergency room patients for hospital admission. - Minh Nguyen; Conor K. Corbin; Tiffany Eulalio; Nicolai P. Ostberg; Gautam Machiraju; Ben J. Marafino; Michael T. M. Baiocchi; Christian Rose; Jonathan H. Chen (J. Am. Medical Informatics Assoc., 2021)

A Dataset Generation Framework for Evaluating Megapixel Image Classifiers and Their Explanations. - Gautam Machiraju; Sylvia K. Plevritis; Parag Mallick (ECCV (12), 2022)

Prospector Heads: Generalized Feature Attribution for Large Models & Data. - Gautam Machiraju; Alexander Derry; Arjun D. Desai; Neel Guha; Amir-Hossein Karimi; James Zou 001; Russ B. Altman; Christopher Ré; Parag Mallick (ICML, 2024)