Continuous-time probabilistic models for longitudinal electronic health records. - Alan David Kaplan; Uttara Tipnis; Jean C. Beckham; Nathan A. Kimbrel; David W. Oslin; Benjamin H. McMahon (J. Biomed. Informatics, 2022)

Deep sequential neural network models improve stratification of suicide attempt risk among US veterans. - Carianne Martinez; Drew Levin; Jessica Jones; Patrick D. Finley; Benjamin H. McMahon; Sayera Dhaubhadel; Judith Cohn; David W. Oslin; Nathan A. Kimbrel; Jean C. Beckham (J. Am. Medical Informatics Assoc., 2023)

Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs. - Prakash Adekkanattu; Al'ona Furmanchuk; Yonghui Wu; Aman Pathak; Braja Gopal Patra; Sarah Bost; Destinee Morrow; Grace Hsin-Min Wang; Yuyang Yang; Noah James Forrest; Yuan Luo 001; Theresa L. Walunas; et al. (npj Digit. Medicine, 2024)