Cohen, Trevor

Large language models in biomedicine and health: current research landscape and future directions

Lu, Z., Peng, Y., Cohen, T., Ghassemi, M., Weng, C., & Tian, S. (2024) · Journal of the American Medical Informatics Association

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 92

Intervention to Promote Communication About Goals of Care for Hospitalized Patients With Serious Illness: A Randomized Clinical Trial

Curtis, J. R., Lee, R. Y., Brumback, L. C., Kross, E. K., Downey, L., Torrence, J., LeDuc, N., Mallon Andrews, K., Im, J., Heywood, J., et al. (2023) · JAMA

Palliative Care and End-of-Life IssuesPatient-Provider Communication in Healthcare

Cited by 91

Assessment of natural language processing of electronic health records to measure goals-of-care discussions as a clinical trial outcome

Lee, R. Y., Kross, E. K., Torrence, J., Li, K. S., Sibley, J., Cohen, T., Lober, W. B., Engelberg, R. A., & Curtis, J. R. (2023) · JAMA Network Open

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 74

Behavioral Activation and Depression Symptomatology: Longitudinal Assessment of Linguistic Indicators in Text-Based Therapy Sessions

Burkhardt, H. A., Alexopoulos, G. S., Pullmann, M. D., Hull, T. D., Areán, P. A., & Cohen, T. (2021) · Journal of Medical Internet Research

Mental Health via WritingDigital Mental Health Interventions

Cited by 68

SCOR: A secure international informatics infrastructure to investigate COVID-19

Raisaro, J. L., Marino, F., Troncoso-Pastoriza, J., Beau-Lejdstrom, R., Bellazzi, R., Murphy, R., Bernstam, E. V., Wang, H., Bucalo, M., Chen, Y., et al. (2020) · Journal of the American Medical Informatics Association

Privacy-Preserving Technologies in DataCOVID-19 Digital Contact Tracing

Cited by 40

Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record

Uyeda, A. M., Curtis, J. R., Engelberg, R. A., Brumback, L. C., Guo, Y., Sibley, J., Lober, W. B., Cohen, T., Torrence, J., Heywood, J., et al. (2022) · Journal of Pain and Symptom Management

Machine Learning in HealthcarePalliative Care and End-of-Life Issues

Cited by 19

The power of speech in the wild: discriminative power of daily voice diaries in understanding auditory verbal hallucinations using deep learning

Wang, W., Xu, W., Chander, A., Nepal, S., Buck, B., Pakhomov, S., Cohen, T., Ben-Zeev, D., & Campbell, A. (2023) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Emotion and Mood RecognitionMental Health Research Topics

Cited by 19

Assessment of a Zero-Shot Large Language Model in Measuring Documented Goals-of-Care Discussions

Lee, R. Y., Li, K. S., Sibley, J., Cohen, T., Lober, W. B., Dotolo, D. G., & Kross, E. K. (2026) · Journal of Pain and Symptom Management

Palliative Care and End-of-Life IssuesMachine Learning in Healthcare

Cited by 5

Performance of predefined search patterns for identifying documented goals-of-care discussions in inpatient electronic Health records

Lee, R. Y., Uyeda, A. M., Li, K. S., Sibley, J., Cohen, T., Lober, W. B., Dotolo, D. G., Engelberg, R. A., & Kross, E. K. (2025) · Journal of Palliative Medicine

Palliative Care and End-of-Life IssuesElectronic Health Records Systems

Cited by 3