Outcomes in Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning

• Published in: JAMA network open Vol. 7; no. 1; p. e2352590
• Main Authors: Imel, Zac E., Tanana, Michael J., Soma, Christina S., Hull, Thomas D., Pace, Brian T., Stanco, Sarah C., Creed, Torrey A., Moyers, Theresa B., Atkins, David C.
• Format: Journal Article
• Language: English
• Published: 02.01.2024

Importance Use of asynchronous text-based counseling is rapidly growing as an easy-to-access approach to behavioral health care. Similar to in-person treatment, it is challenging to reliably assess as measures of process and content do not scale. Objective To use machine learning to evaluate clinica...