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Related Concept Videos

Obsessive-Compulsive Disorder01:28

Obsessive-Compulsive Disorder

216
Obsessive-compulsive disorder (OCD) is a mental health condition characterized by recurrent obsessions, compulsions, or both, which consume significant time and interfere with daily functioning. Obsessions involve persistent, intrusive, and unwanted thoughts, images, or urges that evoke anxiety. Common examples include irrational fears of contamination or harm. Compulsions are repetitive behaviors or mental acts performed to reduce the anxiety caused by obsessions. For instance, individuals...
216
Operant Conditioning Intervention01:24

Operant Conditioning Intervention

124
Operant conditioning serves as a foundational principle in therapeutic interventions aimed at modifying maladaptive behaviors. Central to this approach is the notion that behaviors, both adaptive and maladaptive, are learned through reinforcement. By analyzing the environmental factors that reinforce problematic behaviors, clinicians can design interventions to weaken these reinforcements and replace maladaptive behaviors with healthier alternatives.
In operant conditioning, behaviors that are...
124
Personality Disorders: Dependent and Obsessive-Compulsive01:24

Personality Disorders: Dependent and Obsessive-Compulsive

142
Dependent personality disorder and obsessive-compulsive personality disorder are two separate psychological conditions that influence behavior, relationships, and overall life functioning. Though both involve maladaptive behaviors, their core characteristics and motivations differ significantly.
 Dependent Personality Disorder
Dependent personality disorder is characterized by an excessive reliance on others to manage various aspects of life. Individuals with this disorder often struggle...
142
Anxiety: Overview01:18

Anxiety: Overview

386
Anxiety is a common mental disorder featuring excessive worry, fear, and apprehension, significantly affecting daily life. People with anxiety disorders experience persistent and intense anxiety, interrupting their everyday functioning.
Individuals with anxiety often experience a range of physical and emotional symptoms, including sweating, trembling, tachycardia, and disturbances in sleep patterns. These symptoms vary in intensity and frequency but are generally disruptive and distressing.
386
Treatment Strategies for Psychological Disorders01:24

Treatment Strategies for Psychological Disorders

288
Treatment approaches for psychological disorders fall into three main categories: psychological, biological, and sociocultural. Each approach targets different aspects of mental health, requiring varying levels of education and training.
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
288
Generalized Anxiety Disorder01:30

Generalized Anxiety Disorder

216
Generalized Anxiety Disorder (GAD) is a chronic condition characterized by excessive and uncontrollable worry that persists for at least six months, significantly interfering with daily functioning. Unlike situational anxiety, which arises in response to specific stressors, GAD often occurs without a clear cause. Individuals may experience disproportionate worry about work, health, or relationships. For instance, a person might continuously fear poor health despite normal medical evaluations or...
216

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Related Experiment Video

Updated: Sep 19, 2025

Exploring the Neural Correlates of Cognitive Reappraisal in Obsessive-Compulsive Disorder Using Task-based Functional Magnetic Resonance Imaging
09:14

Exploring the Neural Correlates of Cognitive Reappraisal in Obsessive-Compulsive Disorder Using Task-based Functional Magnetic Resonance Imaging

Published on: March 14, 2025

359

Artificial Intelligence in Obsessive-Compulsive Disorder: A Systematic Review.

Jiyeong Kim1, Juan Pablo Gonzalez Pacheco2, Ashleigh Golden2

  • 1Stanford Center for Digital Health, Stanford School of Medicine, Stanford, CA USA.

Current Treatment Options in Psychiatry
|June 17, 2025
PubMed
Summary
This summary is machine-generated.

Artificial intelligence (AI) offers new ways to detect obsessive-compulsive disorder (OCD) symptoms earlier and improve treatment. Investing in ethical AI research can significantly enhance mental health care outcomes for OCD patients.

Keywords:
AIDiagnosisMental healthOCDObsessive-compulsive disorderTreatment

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Area of Science:

  • Neuroscience
  • Computer Science
  • Psychiatry

Background:

  • Obsessive-compulsive disorder (OCD) is a chronic condition with significant functional impairments.
  • A 17-year average delay exists between OCD symptom onset and diagnosis/treatment, leading to worse outcomes.
  • Previous reviews focused on machine learning for OCD detection and treatment.

Purpose of the Study:

  • To systematically review current applications of artificial intelligence (AI) in obsessive-compulsive disorder (OCD).
  • To highlight AI's potential in early symptom detection, therapy training, clinical decision support, novel therapeutics, computer vision, and biomarker discovery.

Main Methods:

  • Systematic review of 13 articles on AI applications in OCD.
  • Analysis of study methodologies, focusing on deep learning, generative AI (GenAI), and natural language processing (NLP).
  • Assessment of publication trends and evidence quality.

Main Results:

  • Most studies (84.6%) used secondary data analysis via GenAI/NLP.
  • Nearly 77% of studies were published in the last two years, demonstrating high evidence quality.
  • Primary focus areas included treatment enhancement, management, and timely OCD detection (38.5% each).

Conclusions:

  • AI technologies hold transformative potential for improving OCD outcomes, particularly with earlier diagnosis.
  • Ethically-guided AI research investment is crucial for advancing OCD mental health care.
  • AI applications extend to broader mental health tool development.