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 · 138 citations · Full text

Education, Counseling, Psychology +16

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 · 127 citations

Computing, Computer Science, Psychology +16

The accuracy of passive phone sensors in predicting daily mood

Abhishek Pratap, David C. Atkins, Brenna N. Renn et al. · Depression and Anxiety · 2018 · 126 citations · Full text

Computing, Health Informatics, Psychology +17

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 · 95 citations · Full text

Education, Psychology, Clinical Psychology +11

How do you feel? Using natural language processing to automatically rate emotion in psychotherapy

Michael Tanana, Christina S. Soma, Patty Kuo et al. · Behavior Research Methods · 2021 · 89 citations · Full text

Education, Behavioral Sciences, Psychology +14