AIMC Topic: Psychotherapy

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[Psychotherapy with an Autonomous Artifical Intelligence - Ethical Benefits and Challenges].

Psychiatrische Praxis Mar 2, 2021
OBJECTIVE: This paper provides an overview of a range of ethical aspects involved in the use of autonomous, virtual or embodied artificial intelligence (AI) in the care of people with mental health issues.
Humans Psychotherapy Germany Morals Artificial Intelligence Intelligence
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[Diagnostics and Therapy 24/7? Artificial Intelligence as a Challenge and Opportunity in Psychiatry and Psychotherapy].

Psychiatrische Praxis Mar 2, 2021
OBJECTIVE: The aim of the article is to enable a fundamental understanding of the potentials and requirements of Artificial Intelligence (AI) for psychiatrists in the present and for the development of future working environments. Psychiatrists will ...
Psychiatry Psychotherapy Germany Humans Artificial Intelligence Mental Disorders
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A scoping review of machine learning in psychotherapy research.

Psychotherapy research : journal of the Society for Psychotherapy Research Aug 29, 2020
Machine learning (ML) offers robust statistical and probabilistic techniques that can help to make sense of large amounts of data. This scoping review paper aims to broadly explore the nature of research activity using ML in the context of psychologi...
Machine Learning Humans Psychotherapy
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Understanding the relationship between patient language and outcomes in internet-enabled cognitive behavioural therapy: A deep learning approach to automatic coding of session transcripts.

Psychotherapy research : journal of the Society for Psychotherapy Research Jul 3, 2020
Understanding patient responses to psychotherapy is important in developing effective interventions. However, coding patient language is a resource-intensive exercise and difficult to perform at scale. Our aim was to develop a deep learning model to...
Psychotherapy Language Cognitive Behavioral Therapy Humans Deep Learning Internet
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Identifying the presence and timing of discrete mood states prior to therapy.

Behaviour research and therapy Feb 27, 2020
The present study tested a novel, person-specific method for identifying discrete mood profiles from time-series data, and examined the degree to which these profiles could be predicted by lagged mood and anxiety variables and time-based variables, i...
Psychotherapy Affect Anhedonia Latent Class Analysis Time Factors Anger Avoidance Learning Rumination, Cognitive Fear Biological Variation, Individual Hope Middle Aged Depressive Disorder, Major Anxiety Anxiety Disorders Depression Irritable Mood Young Adult Humans Adult Machine Learning Male Female
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Crowd of Oz: A Crowd-Powered Social Robotics System for Stress Management.

Sensors (Basel, Switzerland) Jan 20, 2020
Coping with stress is crucial for a healthy lifestyle. In the past, a great deal of research has been conducted to use socially assistive robots as a therapy to alleviate stress and anxiety related problems. However, building a fully autonomous socia...
Stress, Psychological Algorithms Robotics Man-Machine Systems Psychotherapy Humans Communication Crowdsourcing Speech
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The Attitudes of Therapists and Physicians on the Use of Sex Robots in Sexual Therapy: Online Survey and Interview Study.

Journal of medical Internet research Aug 20, 2019
BACKGROUND: Various types of robots have already been successfully used in medical care, and the use of new technologies is also playing an increasing role in the area of sexuality. Sex robots are marketed as advanced sex toys and sex dolls with arti...
Middle Aged Surveys and Questionnaires Attitude of Health Personnel Robotics Humans Sexual Behavior Psychotherapy Adult Allied Health Personnel Interview, Psychological Male Physicians Female
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Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills.

Journal of medical Internet research Jul 15, 2019
BACKGROUND: Training therapists is both expensive and time-consuming. Degree-based training can require tens of thousands of dollars and hundreds of hours of expert instruction. Counseling skills practice often involves role-plays, standardized patie...
Humans Proof of Concept Study Communication Counseling Deep Learning Psychotherapy
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Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy.

Journal of medical Internet research May 9, 2019
BACKGROUND: Research in embodied artificial intelligence (AI) has increasing clinical relevance for therapeutic applications in mental health services. With innovations ranging from 'virtual psychotherapists' to social robots in dementia care and aut...
Psychotherapy Psychology Psychiatry Robotics Humans Artificial Intelligence
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Recent Developments in the Treatment of Depression.

Behavior therapy Jan 17, 2019
The cognitive and behavioral interventions can be as efficacious as antidepressant medications and more enduring, but some patients will be more likely to respond to one than the other. Recent work has focused on developing sophisticated selection al...
Psychotherapy Antidepressive Agents Depression Behavior Therapy Humans Stress, Psychological Machine Learning Chronic Disease
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