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In psychotherapy interactions, the quality of a session is assessed by codifying the communicative behaviors of participants during the conversation through manual observation and annotation. Developing computational approaches for automated behavior
Externí odkaz:
http://arxiv.org/abs/2210.14254
Autor:
Flemotomos, Nikolaos, Martinez, Victor R., Chen, Zhuohao, Singla, Karan, Ardulov, Victor, Peri, Raghuveer, Caperton, Derek D., Gibson, James, Tanana, Michael J., Georgiou, Panayiotis, Van Epps, Jake, Lord, Sarah P., Hirsch, Tad, Imel, Zac E., Atkins, David C., Narayanan, Shrikanth
With the growing prevalence of psychological interventions, it is vital to have measures which rate the effectiveness of psychological care to assist in training, supervision, and quality assurance of services. Traditionally, quality assessment is ad
Externí odkaz:
http://arxiv.org/abs/2102.11265
Autor:
Chen, Zhuohao, Flemotomos, Nikolaos, Ardulov, Victor, Creed, Torrey A., Imel, Zac E., Atkins, David C., Narayanan, Shrikanth
Cognitive Behavioral Therapy (CBT) is a goal-oriented psychotherapy for mental health concerns implemented in a conversational setting with broad empirical support for its effectiveness across a range of presenting problems and client populations. Th
Externí odkaz:
http://arxiv.org/abs/2005.07809
Many text classification tasks are domain-dependent, and various domain adaptation approaches have been proposed to predict unlabeled data in a new domain. Domain-adversarial neural networks (DANN) and their variants have been used widely recently an
Externí odkaz:
http://arxiv.org/abs/2003.07444
Automatically analyzing dialogue can help understand and guide behavior in domains such as counseling, where interactions are largely mediated by conversation. In this paper, we study modeling behavioral codes used to asses a psychotherapy treatment
Externí odkaz:
http://arxiv.org/abs/1907.00326
Akademický článek
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Autor:
Imel, Zac E., Pace, Brian, Pendergraft, Brad, Pruett, Jordan, Tanana, Michael, Soma, Christina S., Comtois, Kate A., Atkins, David C.
Publikováno v:
Psychiatric Services; Nov2024, Vol. 75 Issue 11, p1068-1074, 7p
Akademický článek
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Autor:
Park, Jihyun, Jindal, Abhishek, Kuo, Patty, Tanana, Michael, Lafata, Jennifer Elston, Tai-Seale, Ming, Atkins, David C., Imel, Zac E., Smyth, Padhraic
Publikováno v:
In Patient Education and Counseling August 2021 104(8):2098-2105
Autor:
Imel, Zac E.
Thesis (Ph.D.)--University of Wisconsin--Madison, 2009.
Advisor: Bruce E. Wampold. Includes bibliographical references (p. 61-80). Also available on the Internet.
Advisor: Bruce E. Wampold. Includes bibliographical references (p. 61-80). Also available on the Internet.