Hidden Markov model detection of interpersonal interaction dynamics in predicting patient depression improvement in psychotherapy: Proof-of-concept study

Hidden Markov model detection of interpersonal interaction dynamics in predicting patient depression improvement in psychotherapy: Proof-of-concept study

Background: Previous human ethology studies have demonstrated that the interpersonal interactions displayed in therapy by both patients and therapists influences a patient's depression improvement. Pairing novel statistical techniques such as the hidden Markov model (HMM), interpersonal interac...

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Bibliographic Details
Main Authors: William W. Hale, III, Emmeke Aarts
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Journal of Affective Disorders Reports
Subjects:
Hidden Markov model
Depression
Human ethology
Interpersonal
Interaction pattern
Therapy
Online Access:http://www.sciencedirect.com/science/article/pii/S2666915323001737

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http://www.sciencedirect.com/science/article/pii/S2666915323001737

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