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DIS. Designing Interactive Systems (Conference)|September 12, 2017
Designing Contestability: Interaction Design, Machine Learning, and Mental HealthTad Hirsch, Kritzia Merced, Shrikanth Narayanan, et al.Journal of Consulting and Clinical Psychology|February 5, 2014
Analyzing multiple outcomes in clinical research using multivariate multilevel modelsScott A Baldwin, Zac E Imel, Scott R Braithwaite, et al.IEEE Journal of Biomedical and Health Informatics|December 2, 2015
Content Coding of Psychotherapy Transcripts Using Labeled Topic ModelsGarren Gaut, Mark Steyvers, Zac E Imel, et al.Current Psychiatry Reports|March 29, 2016
Computational Analysis and Simulation of Empathic Behaviors: a Survey of Empathy Modeling with Behavioral Signal Processing FrameworkBo Xiao, Zac E Imel, Panayiotis Georgiou, et al.Journal of Substance Abuse Treatment|March 6, 2016
A Comparison of Natural Language Processing Methods for Automated Coding of Motivational InterviewingMichael Tanana, Kevin A Hallgren, Zac E Imel, et al.Behavior Therapy|April 21, 2015
More than reflections: empathy in motivational interviewing includes language style synchrony between therapist and clientSarah Peregrine Lord, Elisa Sheng, Zac E Imel, et al.Journal of Medical Internet Research|July 17, 2019
Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling SkillsMichael J Tanana, Christina S Soma, Vivek Srikumar, et al.Plos One|December 3, 2015
"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language ProcessingBo Xiao, Zac E Imel, Panayiotis G Georgiou, et al.Peerj. Computer Science|March 14, 2017
A technology prototype system for rating therapist empathy from audio recordings in addiction counselingBo Xiao, Chewei Huang, Zac E Imel, et al.Journal of Counseling Psychology|May 4, 2011
Racial/ethnic disparities in therapist effectiveness: a conceptualization and initial study of cultural competenceZac E Imel, Scott Baldwin, David C Atkins, et al.Pageof 21