Michael Tanana

Machine learning and natural language processing in psychotherapy research: Alliance as example use case.

Simon B. Goldberg, Nikolaos Flemotomos, Victor R. Martínez et al. · Journal of Counseling Psychology · 2020 · 126 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing

Michael Tanana, Kevin A. Hallgren, Zac E. Imel et al. · Journal of Substance Abuse Treatment · 2016 · 119 citations

Applied Linguistics, Natural Language Processing, Motivational Interviewing +13

The accuracy of passive phone sensors in predicting daily mood

Abhishek Pratap, David C. Atkins, Brenna N. Renn et al. · Depression and Anxiety · 2018 · 118 citations · Full text

Design feasibility of an automated, machine-learning based feedback system for motivational interviewing.

Zac E. Imel, Brian T. Pace, Christina S. Soma et al. · Psychotherapy · 2019 · 93 citations · Full text

Technology-enhanced human interaction in psychotherapy.

Zac E. Imel, Derek D. Caperton, Michael Tanana et al. · Journal of Counseling Psychology · 2017 · 85 citations · Full text

New Technologies, Psychopathology, Psychiatry +13