AIMC Topic: Psychotherapy
Clear Filters Showing 21 to 30 of 94 articles
Psychotherapy, artificial intelligence and adolescents: ethical aspects.
Journal of preventive medicine and hygiene
Jan 1, 2024
Artificial intelligence (AI) has rapidly advanced in various domains, including its application in psychotherapy. AI-powered psychotherapy tools present promising solutions for increasing accessibility to mental health care. However, the integration ...
Predicting treatment response using machine learning: A registered report.
The British journal of clinical psychology
Dec 18, 2023
OBJECTIVE: Previous research on psychotherapy treatment response has mainly focused on outpatients or clinical trial data which may have low ecological validity regarding naturalistic inpatient samples. To reduce treatment failures by proactively scr...
Machine Learning Facial Emotion Classifiers in Psychotherapy Research: A Proof-of-Concept Study.
Psychopathology
Nov 27, 2023
BACKGROUND: New advances in the field of machine learning make it possible to track facial emotional expression with high resolution, including micro-expressions. These advances have promising applications for psychotherapy research, since manual cod...
A Tutorial Introduction to Heterogeneous Treatment Effect Estimation with Meta-learners.
Administration and policy in mental health
Nov 3, 2023
Psychotherapy has been proven to be effective on average, though patients respond very differently to treatment. Understanding which characteristics are associated with treatment effect heterogeneity can help to customize therapy to the individual pa...
Psychotherapy and Artificial Intelligence.
Journal of psychiatric practice
Nov 1, 2023
This column explores the challenges involved in providing psychotherapy through artificial intelligence. It reviews artificial intelligence's capacity across schools of therapy to address relevant issues related to privacy, the use of technical inter...
[Digitization and Machine Learning in Psychotherapy Research and Clinical Practice - Potentials and Problems].
Psychotherapie, Psychosomatik, medizinische Psychologie
Oct 4, 2023
Artificial Intelligence: the Next Frontier in Psychiatric Treatment and Education.
Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry
Jul 19, 2023
The oracle of Delphi 2.0: considering artificial intelligence as a challenging tool for the treatment of eating disorders.
Eating and weight disorders : EWD
Jun 19, 2023
In this editorial, we discuss how the diffusion of Artificial Intelligence (AI)-based tools-such as the recently available conversational AIs-could impact and transform eating disorders (EDs) care. We try to envision the possible use of AI by individ...
Predicting dropout from psychological treatment using different machine learning algorithms, resampling methods, and sample sizes.
Psychotherapy research : journal of the Society for Psychotherapy Research
Jan 20, 2023
The occurrence of dropout from psychological interventions is associated with poor treatment outcome and high health, societal and economic costs. Recently, machine learning (ML) algorithms have been tested in psychotherapy outcome research. Dropout...
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