AIMC Topic: Psychotherapy

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Predicting Adherence to Internet-Delivered Psychotherapy for Symptoms of Depression and Anxiety After Myocardial Infarction: Machine Learning Insights From the U-CARE Heart Randomized Controlled Trial.

Journal of medical Internet research Oct 10, 2018
BACKGROUND: Low adherence to recommended treatments is a multifactorial problem for patients in rehabilitation after myocardial infarction (MI). In a nationwide trial of internet-delivered cognitive behavior therapy (iCBT) for the high-risk subgroup ...
Male Middle Aged Anxiety Depression Internet Myocardial Infarction Psychotherapy Humans Machine Learning Female
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A Bayesian Model of the Uncanny Valley Effect for Explaining the Effects of Therapeutic Robots in Autism Spectrum Disorder.

PloS one Sep 21, 2015
One of the core features of autism spectrum disorder (ASD) is impaired reciprocal social interaction, especially in processing emotional information. Social robots are used to encourage children with ASD to take the initiative and to interact with th...
Pattern Recognition, Visual Robotics Autism Spectrum Disorder Bayes Theorem Humans Child Algorithms Emotions Psychotherapy Models, Psychological Interpersonal Relations
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A Survey of Expectations About the Role of Robots in Robot-Assisted Therapy for Children with ASD: Ethical Acceptability, Trust, Sociability, Appearance, and Attachment.

Science and engineering ethics Apr 17, 2015
The use of robots in therapy for children with autism spectrum disorder (ASD) raises issues concerning the ethical and social acceptability of this technology and, more generally, about human-robot interaction. However, usually philosophical papers o...
Physical Appearance, Body Autism Spectrum Disorder Trust School Teachers Surveys and Questionnaires Psychotherapy Humans Child Attitude Parents Object Attachment Robotics
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Evaluating the Quality of Psychotherapy Conversational Agents: Framework Development and Cross-Sectional Study.

JMIR formative research Jul 2, 2025
BACKGROUND: Despite potential risks, artificial intelligence-based chatbots that simulate psychotherapy are becoming more widely available and frequently used by the general public. A comprehensive way of evaluating the quality of these chatbots is n...
Cross-Sectional Studies Communication Psychotherapy Humans Artificial Intelligence
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Beyond total scores: Enhancing psychotherapy outcome prediction with item-level scores.

Journal of consulting and clinical psychology Jul 1, 2025
OBJECTIVE: This study aims at improving dropout and treatment nonresponse prevention by optimizing the performance of models for their prediction through the integration of item-level data.
Middle Aged Psychotherapy Outcome Assessment, Health Care Humans Machine Learning Adult Patient Dropouts Mental Disorders Male Female
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COMPASS: Computational mapping of patient-therapist alliance strategies with language modeling.

Translational psychiatry May 15, 2025
The therapeutic working alliance is a critical predictor of psychotherapy success. Traditionally, working alliance assessment relies on questionnaires completed by both therapists and patients. In this paper, we present COMPASS, a novel framework to ...
Mental Disorders Language Female Humans Professional-Patient Relations Therapeutic Alliance Deep Learning Natural Language Processing Psychotherapy Adult Male
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A glance into the future of artificial intelligence-enhanced scalable personalized training: A response to Kopelovich, Brian, et al. (2025) and Kopelovich, Slevin, et al. (2025).

Psychotherapy (Chicago, Ill.) Mar 1, 2025
The two articles by Kopelovich, Brian, et al. (2025) and Kopelovich, Slevin, et al. (2025) mark a new era in psychotherapy research and practice. The articles detail the development and validation of one of the first conversational artificial intelli...
Psychotherapy Artificial Intelligence Clinical Competence Humans
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Artificial Intelligence and the Future of Psychotherapy: A Medical Student Perspective.

Psychodynamic psychiatry Mar 1, 2025
This article explores the ways artificial intelligence (AI) may impact the field of psychotherapy through the perspective of a prospective psychiatric trainee. The author discusses how AI may facilitate psychotherapy training and increase psychothera...
Humans Artificial Intelligence Students, Medical Psychotherapy
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Association of machine-learning-rated supportive counseling skills with psychotherapy outcome.

Journal of consulting and clinical psychology Feb 1, 2025
OBJECTIVE: This study applied a machine-learning-based skill assessment system to investigate the association between supportive counseling skills (empathy, open questions, and reflections) and treatment outcomes. We hypothesized that higher empathy ...
Psychotherapy Middle Aged Adult Counseling Clinical Competence Empathy Treatment Outcome Male Professional-Patient Relations Machine Learning Humans Female Young Adult
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Taming the chaos ?! - part 2: limitations of using eXplainable Artificial Intelligence (XAI) to tackle the complexity in psychotherapy of children and adolescents.

European child & adolescent psychiatry Jun 1, 2024
Child Psychotherapy Artificial Intelligence Mental Disorders Humans Adolescent
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