AIMC Topic: Compulsive Behavior

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Uncovering the most robust predictors of problematic pornography use: A large-scale machine learning study across 16 countries.

Journal of psychopathology and clinical science Jun 17, 2024
Problematic pornography use (PPU) is the most common manifestation of the newly introduced compulsive sexual behavior disorder diagnosis in the 11th revision of the International Classification of Diseases. Research related to PPU has proliferated in...
Humans Machine Learning Female Risk Factors Young Adult Adult Male Middle Aged Adolescent Sexual Behavior Compulsive Behavior Erotica
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Deep learning applications in protein crystallography.

Acta crystallographica. Section A, Foundations and advances Jan 1, 2024
Deep learning techniques can recognize complex patterns in noisy, multidimensional data. In recent years, researchers have started to explore the potential of deep learning in the field of structural biology, including protein crystallography. This f...
Algorithms Deep Learning Crystallization Compulsive Behavior Crystallography
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A network perspective on body dysmorphic disorder and major depressive disorder.

Journal of affective disorders Nov 5, 2019
BACKGROUND: Body dysmorphic disorder (BDD) is a highly debilitating mental disorder associated with notable psychosocial impairment and high rates of suicidality. This study investigated BDD from a network perspective, which conceptualizes mental dis...
Humans Neural Networks, Computer Female Adult Cross-Sectional Studies Male Middle Aged Depressive Disorder, Major Compulsive Behavior Body Dysmorphic Disorders
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Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry.

Journal of psychiatric research Aug 15, 2016
Problematic internet use is common, functionally impairing, and in need of further study. Its relationship with obsessive-compulsive and impulsive disorders is unclear. Our objective was to evaluate whether problematic internet use can be predicted f...
Humans Machine Learning Psychiatry Female Reproducibility of Results Aged Aged, 80 and over Young Adult Adult Male Middle Aged Surveys and Questionnaires Adolescent ROC Curve United States Predictive Value of Tests South Africa Internet Online Systems Obsessive-Compulsive Disorder Behavior, Addictive Compulsive Behavior
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