AIMC Topic: Psychotherapy

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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
Humans Artificial Intelligence Psychotherapy
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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...
Artificial Intelligence Communication Humans Psychotherapy Feeding and Eating Disorders
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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...
Humans Machine Learning Psychotherapy Algorithms Sample Size
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[Not Available].

Psychotherapie, Psychosomatik, medizinische Psychologie Oct 18, 2022
Speech Psychotherapy Humans Artificial Intelligence
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Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol.

BMC health services research Sep 20, 2022
BACKGROUND: Each year, millions of Americans receive evidence-based psychotherapies (EBPs) like cognitive behavioral therapy (CBT) for the treatment of mental and behavioral health problems. Yet, at present, there is no scalable method for evaluating...
Artificial Intelligence Mental Health Humans Psychotherapy Cognitive Behavioral Therapy Feedback United States
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Construction and Analysis of Emotion Recognition and Psychotherapy System of College Students under Convolutional Neural Network and Interactive Technology.

Computational intelligence and neuroscience Sep 17, 2022
This study's aim is to effectively establish a psychological intervention and treatment system for college students and discover and correct their psychological problems encountered in a timely manner. From the perspectives of pedagogy and psychology...
Psychotherapy Humans Students Emotions Neural Networks, Computer Technology
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Predicting first session working alliances using deep learning algorithms: A proof-of-concept study for personalized psychotherapy.

Psychotherapy research : journal of the Society for Psychotherapy Research May 30, 2022
OBJECTIVE: The aim of this proof-of-concept study is to develop a predictive model based on deep learning algorithms to predict working alliances after the first therapeutic session and to provide a basis for clinical decisions.
Psychotherapists Deep Learning Psychotherapy Proof of Concept Study Professional-Patient Relations Humans
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Conversational Artificial Intelligence in Psychotherapy: A New Therapeutic Tool or Agent?

The American journal of bioethics : AJOB Apr 1, 2022
Conversational artificial intelligence (CAI) presents many opportunities in the psychotherapeutic landscape-such as therapeutic support for people with mental health problems and without access to care. The adoption of CAI poses many risks that need ...
Ethical Analysis Communication Psychotherapy Humans Artificial Intelligence Mental Health
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Natural language processing for cognitive therapy: Extracting schemas from thought records.

PloS one Oct 18, 2021
The cognitive approach to psychotherapy aims to change patients' maladaptive schemas, that is, overly negative views on themselves, the world, or the future. To obtain awareness of these views, they record their thought processes in situations that c...
Algorithms Natural Language Processing Humans Psychotherapy Electronic Health Records Female Mental Health Neural Networks, Computer Adult Cognitive Behavioral Therapy Male Machine Learning Support Vector Machine Depression Emotions Cognition
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Chatbot-Delivered Psychotherapy for Adults With Depressive and Anxiety Symptoms: A Systematic Review and Meta-Regression.

Behavior therapy Oct 12, 2021
Although psychotherapy is a well-established treatment for depression and anxiety, chatbot-delivered psychotherapy is an emerging field that has yet to be explored in depth. This review aims to (a) examine the effectiveness of chatbot-delivered psych...
Anxiety Disorders Psychotherapy Adult Depression Humans Anxiety Software
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