AIMC Topic: Cognitive Behavioral Therapy

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Using Artificial Intelligence to Identify Effective Components of Computer-Assisted Cognitive Behavioural Therapy.

Clinical psychology & psychotherapy Jan 1, 2024
Although clinician-supported computer-assisted cognitive-behaviour therapy (CCBT) is well established as an effective treatment for depression and anxiety, less is known about the specific interventions used during coaching sessions that contribute t...
Humans Artificial Intelligence Female Anxiety Disorders Treatment Outcome Therapy, Computer-Assisted Cognitive Behavioral Therapy Adult Male Middle Aged
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The New Emerging Treatment Choice for Major Depressive Disorders: Digital Therapeutics.

Advances in experimental medicine and biology Jan 1, 2024
The chapter provides an in-depth analysis of digital therapeutics (DTx) as a revolutionary approach to managing major depressive disorder (MDD). It discusses the evolution and definition of DTx, their application across various medical fields, regula...
Video Games Humans Artificial Intelligence Biofeedback, Psychology Smartphone Telemedicine Mobile Applications Depressive Disorder, Major Cognitive Behavioral Therapy Wearable Electronic Devices
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Outcomes of a Robot-Assisted Social-Emotional Understanding Intervention for Young Children with Autism Spectrum Disorders.

Journal of autism and developmental disorders Jun 1, 2020
This study is a randomized control trial aimed at testing the role of a human-assisted social robot as an intervention mediator in a socio-emotional understanding protocol for children with autism spectrum disorders (ASD). Fourteen children (4-8 year...
Humans Autism Spectrum Disorder Female Social Behavior Emotions Male Robotics Child, Preschool Cognitive Behavioral Therapy Child
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A Machine-Learning Approach to Predicting Smoking Cessation Treatment Outcomes.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco Mar 16, 2020
AIMS: Most cigarette smokers want to quit smoking and more than half make an attempt every year, but less than 10% remain abstinent for at least 6 months. Evidence-based tobacco use treatment improves the likelihood of quitting, but more than two-thi...
Middle Aged Treatment Outcome Cotinine Health Behavior Machine Learning Female Male Cognitive Behavioral Therapy Smoking Carbon Monoxide Smoking Cessation Humans
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Personalized prognostic prediction of treatment outcome for depressed patients in a naturalistic psychiatric hospital setting: A comparison of machine learning approaches.

Journal of consulting and clinical psychology Jan 1, 2020
OBJECTIVE: Research on predictors of treatment outcome in depression has largely derived from randomized clinical trials involving strict standardization of treatments, stringent patient exclusion criteria, and careful selection and supervision of st...
Adolescent Treatment Outcome Antidepressive Agents Hospitals, Psychiatric Cognitive Behavioral Therapy Depressive Disorder Adult Male Middle Aged Reproducibility of Results Aged Young Adult Machine Learning Humans Precision Medicine Prognosis Female
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Targeted prescription of cognitive-behavioral therapy versus person-centered counseling for depression using a machine learning approach.

Journal of consulting and clinical psychology Jan 1, 2020
OBJECTIVE: Depression is a highly common mental disorder and a major cause of disability worldwide. Several psychological interventions are available, but there is a lack of evidence to decide which treatment works best for whom. This study aimed to ...
Humans Treatment Outcome Counseling Cognitive Behavioral Therapy Female Machine Learning Depressive Disorder Adult Male Research Design Retrospective Studies Primary Health Care
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Quantifying the Association Between Psychotherapy Content and Clinical Outcomes Using Deep Learning.

JAMA psychiatry Jan 1, 2020
IMPORTANCE: Compared with the treatment of physical conditions, the quality of care of mental health disorders remains poor and the rate of improvement in treatment is slow, a primary reason being the lack of objective and systematic methods for meas...
Deep Learning Psychiatric Status Rating Scales Surveys and Questionnaires Cognitive Behavioral Therapy Adolescent Treatment Outcome Adult Male Female Middle Aged Mental Disorders Aged Young Adult Humans Language
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Measuring Use of Evidence Based Psychotherapy for Posttraumatic Stress Disorder in a Large National Healthcare System.

Administration and policy in mental health Jul 1, 2018
To derive a method of identifying use of evidence-based psychotherapy (EBP) for post-traumatic stress disorder (PTSD), we used clinical note text from national Veterans Health Administration (VHA) medical records. Using natural language processing, w...
Evidence-Based Medicine Cognitive Behavioral Therapy Family Therapy Psychotherapy United States Department of Veterans Affairs Veterans Humans Implosive Therapy United States Retrospective Studies Machine Learning Natural Language Processing Psychotherapy, Group Stress Disorders, Post-Traumatic Algorithms
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Artificial intelligence. The synthetic therapist.

Science (New York, N.Y.) Jul 17, 2015
Virtual Reality Exposure Therapy Cognitive Behavioral Therapy Psychology, Clinical Humans Artificial Intelligence Speech Recognition Software
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