Stratification of Risk for Fall Resulting in Hospital Readmission through Medication Side Effects Profiles. - Thomas H. McCoy Jr.; Victor M. Castro; Roy H. Perlis (AMIA, 2015)

Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models. - Michael C. Hughes; Leah Weiner; Gabriel Hope; Thomas H. McCoy Jr.; Roy H. Perlis; Erik B. Sudderth; Finale Doshi-Velez (CoRR, 2017)

Prediction-Constrained Topic Models for Antidepressant Recommendation. - Michael C. Hughes; Gabriel Hope; Leah Weiner; Thomas H. McCoy Jr.; Roy H. Perlis; Erik B. Sudderth; Finale Doshi-Velez (CoRR, 2017)

Semi-Supervised Prediction-Constrained Topic Models. - Michael C. Hughes; Gabriel Hope; Leah Weiner; Thomas H. McCoy Jr.; Roy H. Perlis; Erik B. Sudderth; Finale Doshi-Velez (AISTATS, 2018)

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations. - Hossein Estiri; Zachary H. Strasser; Jeffrey G. Klann; Thomas H. McCoy Jr.; Kavishwar B. Wagholikar; Sebastien Vasey; Victor M. Castro; Marykate Murphy; Shawn N. Murphy (Patterns, 2020)

An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes. - Hossein Estiri; Zachary H. Strasser; Sina Rashidian; Jeffrey G. Klann; Kavishwar B. Wagholikar; Thomas H. McCoy Jr.; Shawn N. Murphy (J. Am. Medical Informatics Assoc., 2022)