Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric Hospitalization. - Anastasiya Nestsiarovich; Aurélien J. Mazurie; Nathaniel G. Hurwitz; Berit Kerner; Stuart J. Nelson; Annette S. Crisanti; Mauricio Tohen; Ronald Krall; Douglas J. Perkins; Christophe G. Lambert (AMIA, 2018)

Imputation and characterization of uncoded self-harm in major mental illness using machine learning. - Praveen Kumar; Anastasiya Nestsiarovich; Stuart J. Nelson; Berit Kerner; Douglas J. Perkins; Christophe G. Lambert (J. Am. Medical Informatics Assoc., 2020)

Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans. - Sharon E. Davis; Praveen Kumar; Nicolas R. Lauve; Sharidan K. Parr; Daniel Park; Michael E. Matheny; Gerardo Villarreal; George Uhl; Yiliang Zhu 001; Mauricio Tohen; Douglas J. Perkins; Christophe G. Lambert (AMIA, 2021)

A computer-aided approach to identify novel Leishmania major protein disulfide isomerase inhibitors for treatment of leishmaniasis. - Noureddine Ben Khalaf; Susie Pham; Giuseppe Romeo; Sara Abdelghany; Sebastiano Intagliata; Peter Sedillo; Loredana Salerno; Jessica Gonzales; Dahmani M. Fathallah; Douglas J. Perkins; Ivy Hurwitz; Valeria Pittalà (J. Comput. Aided Mol. Des., 2021)

Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning. - Praveen Kumar; Fariha Moomtaheen; Scott A. Malec; Jeremy J. Yang; Cristian Bologa; Kristan Alexander Schneider; Yiliang Zhu 001; Mauricio Tohen; Gerardo Villarreal; Douglas J. Perkins; Elliot M. Fielstein; Sharon E. Davis; et al. (IEEE J. Biomed. Health Informatics, 2025)