Predicting survival time for metastatic castration resistant prostate cancer: An iterative imputation approach. - Detian Deng; Yu Du; Zhicheng Ji; Karthik Rao; Zhenke Wu; Yuxin Zhu; R. Yates Coley (F1000Research, 2016)

Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events. - Gregory E. Simon; Susan M. Shortreed; Jennifer M. Boggs; Gregory N. Clarke; Rebecca C. Rossom; Julie E. Richards; Arne Beck; Brian K. Ahmedani; Karen J. Coleman; Bhumi Bhakta; Christine C. Stewart; Stacy Sterling; et al. (J. Am. Medical Informatics Assoc., 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)

Importance of variables from different time frames for predicting self-harm using health system data. - Charles J. Wolock; Brian D. Williamson; Susan M. Shortreed; Gregory E. Simon; Karen J. Coleman; Rodney Yeargans; Brian K. Ahmedani; Yihe G. Daida; Frances L. Lynch; Rebecca C. Rossom; Rebecca A. Ziebell; Maricela Cruz; et al. (J. Biomed. Informatics, 2024)

Behavior of prediction performance metrics with rare events. - Emily Minus; R. Yates Coley; Susan M. Shortreed; Brian D. Williamson (CoRR, 2025)