AIMC Topic: Implosive Therapy

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Predicting the outcome of psychological treatments for borderline personality disorder and posttraumatic stress disorder: a machine learning approach to predict long-term outcome of Narrative Exposure Therapy vs. Dialectical Behavioral Therapy based treatment.

European journal of psychotraumatology May 7, 2025
: A comorbidity between Borderline Personality Disorder (BPD) and Posttraumatic Stress Disorder (PTSD) is common, severely disabling, and hard to treat. The choice of an optimal psychotherapy based on patient characteristics remains challenging. This...
Humans Machine Learning Female Treatment Outcome Borderline Personality Disorder Dialectical Behavior Therapy Narrative Therapy Implosive Therapy Middle Aged Stress Disorders, Post-Traumatic Adult Male
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Unreal that feels real: artificial intelligence-enhanced augmented reality for treating social and occupational dysfunction in post-traumatic stress disorder and anxiety disorders.

European journal of psychotraumatology Nov 7, 2024
Fear- and trauma-related conditions, such as post-traumatic stress disorder (PTSD) and social phobia, often manifest as socially avoidant behaviours, which commonly contribute to social and occupational disability transdiagnostically. While gold-sta...
Augmented Reality Implosive Therapy Humans Anxiety Disorders Stress Disorders, Post-Traumatic Artificial Intelligence
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Lack of evidence for predictive utility from resting state fMRI data for individual exposure-based cognitive behavioral therapy outcomes: A machine learning study in two large multi-site samples in anxiety disorders.

NeuroImage May 25, 2024
Data-based predictions of individual Cognitive Behavioral Therapy (CBT) treatment response are a fundamental step towards precision medicine. Past studies demonstrated only moderate prediction accuracy (i.e. ability to discriminate between responders...
Treatment Outcome Magnetic Resonance Imaging Middle Aged Anxiety Disorders Cognitive Behavioral Therapy Implosive Therapy Brain Female Adult Male Young Adult Humans Machine Learning
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Individual-Level Prediction of Exposure Therapy Outcome Using Structural and Functional MRI Data in Spider Phobia: A Machine-Learning Study.

Depression and anxiety Aug 22, 2023
Machine-learning prediction studies have shown potential to inform treatment stratification, but recent efforts to predict psychotherapy outcomes with clinical routine data have only resulted in moderate prediction accuracies. Neuroimaging data showe...
Animals Male Treatment Outcome Magnetic Resonance Imaging Middle Aged Young Adult Adult Humans Brain Machine Learning Female Implosive Therapy Virtual Reality Exposure Therapy Spiders Outcome Assessment, Health Care Phobic Disorders
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Feasibility of Using ChatGPT to Generate Exposure Hierarchies for Treating Obsessive-Compulsive Disorder.

Behavior therapy Jul 1, 2025
Obsessive-compulsive disorder (OCD) is a chronic, severe condition. Although exposure and response prevention (ERP), the first-line treatment for OCD, is highly effective, too few clinicians are equipped to deliver it. One barrier is the time and exp...
Adult Male Humans Female Feasibility Studies Obsessive-Compulsive Disorder Implosive Therapy Middle Aged Generative Artificial Intelligence
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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 United States Department of Veterans Affairs Veterans Psychotherapy, Group Stress Disorders, Post-Traumatic Algorithms Family Therapy Humans United States Retrospective Studies Machine Learning Implosive Therapy Natural Language Processing Psychotherapy
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