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Psychotherapy

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Psychotherapy, artificial intelligence and adolescents: ethical aspects.

Journal of preventive medicine and hygiene
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 ...

The oracle of Delphi 2.0: considering artificial intelligence as a challenging tool for the treatment of eating disorders.

Eating and weight disorders : EWD
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...

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

Machine Learning Facial Emotion Classifiers in Psychotherapy Research: A Proof-of-Concept Study.

Psychopathology
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...

Psychotherapy and Artificial Intelligence.

Journal of psychiatric practice
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...

A Tutorial Introduction to Heterogeneous Treatment Effect Estimation with Meta-learners.

Administration and policy in mental health
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...

Predicting treatment response using machine learning: A registered report.

The British journal of clinical psychology
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...

Leveraging natural language processing to study emotional coherence in psychotherapy.

Psychotherapy (Chicago, Ill.)
The association between emotional experience and expression, known as emotional coherence, is considered important for individual functioning. Recent advances in natural language processing (NLP) make it possible to automatically recognize verbally e...