Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications. - Hannah A. Burkhardt; Devika Subramanian; Justin Mower; Trevor A. Cohen (AMIA, 2019)

Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatology. - Hannah A. Burkhardt; George Alexopoulos; Michael D. Pullmann; Thomas D. Hull; Patricia A. Areán; Trevor A. Cohen (AMIA, 2021)

Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts. - Hannah A. Burkhardt; Megan Laine; Amanda Kerbrat; Trevor Cohen; Kate Comtois; Andrea L. Hartzler (AMIA, 2022)

Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity. - Xinyang Ren; Hannah A. Burkhardt; Patricia A. Areán; Thomas D. Hull; Trevor Cohen (CoRR, 2023)

From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction. - Hannah A. Burkhardt; Xiruo Ding; Amanda Kerbrat; Katherine Anne Comtois; Trevor Cohen (J. Am. Medical Informatics Assoc., 2023)