AIMC Topic: Psychotherapeutic Processes

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Predicting personalized process-outcome associations in psychotherapy using machine learning approaches-A demonstration.

Psychotherapy research : journal of the Society for Psychotherapy Research Mar 26, 2019
Personalized treatment methods have shown great promise in efficacy studies across many fields of medicine and mental health. Little is known, however, about their utility in process-outcome research. This study is the first to apply personalized tr...
Humans Machine Learning Precision Medicine Adult Longitudinal Studies Outcome and Process Assessment, Health Care Psychotherapeutic Processes Therapeutic Alliance
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Machine learning and natural language processing in psychotherapy research: Alliance as example use case.

Journal of counseling psychology Jul 1, 2020
Artificial intelligence generally and machine learning specifically have become deeply woven into the lives and technologies of modern life. Machine learning is dramatically changing scientific research and industry and may also hold promise for addr...
Humans Machine Learning Mental Disorders Female Young Adult Adult Biomedical Research Male Adolescent Universities Natural Language Processing Psychotherapy Counseling Professional-Patient Relations Psychotherapeutic Processes Therapeutic Alliance
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Machine-learning approaches in psychotherapy: a promising tool for advancing the understanding of the psychotherapeutic process.

Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999) Jan 1, 2019
Humans Machine Learning Female Reproducibility of Results Aged Treatment Outcome Psychotherapy Medically Unexplained Symptoms Videotape Recording Psychotherapeutic Processes Personality Disorders
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