What health records data are required for accurate prediction of suicidal behavior? - Gregory E. Simon; Susan M. Shortreed; Eric Johnson; Rebecca C. Rossom; Frances L. Lynch; Rebecca Ziebell; Robert B. Penfold (J. Am. Medical Informatics Assoc., 2019)

Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department. - Wenna Xi; Samprit Banerjee; Robert B. Penfold; Gregory E. Simon; George Alexopoulos; Jyotishman Pathak (AMIA, 2020)

Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening. - Robert B. Penfold; David S. Carrell; David J. Cronkite; Chester Pabiniak; Tammy Dodd; Ashley M. H. Glass; Eric Johnson; Ella Thompson; H. Michael Arrighi; Paul E. Stang (BMC Medical Informatics Decis. Mak., 2022)

Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction. - Susan M. Shortreed; Rod L. Walker; Eric Johnson; Robert D. Wellman; Maricela Cruz; Rebecca Ziebell; R. Yates Coley; Zimri S. Yaseen; Sai Dharmarajan; Robert B. Penfold; Brian K. Ahmedani; Rebecca C. Rossom; et al. (npj Digit. Medicine, 2023)