AIMC Topic: Temperament

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A Longitudinal Prediction of Suicide Attempts in Borderline Personality Disorder: A Machine Learning Study.

Journal of clinical psychology Jan 3, 2025
Borderline personality disorder (BPD) is associated with a high risk of suicide. Despite several risk factors being known, identifying vulnerable patients in clinical practice remains a challenge so far. The current study aimed at predicting suicide ...
Humans Longitudinal Studies Temperament Suicide, Attempted Adult Aggression Middle Aged Emotional Regulation Male Impulsive Behavior Female Borderline Personality Disorder Young Adult Machine Learning
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Using machine learning algorithms and techniques for defining the impact of affective temperament types, content search and activities on the internet on the development of problematic internet use in adolescents' population.

Frontiers in public health May 17, 2024
BACKGROUND: By using algorithms and Machine Learning - ML techniques, the aim of this research was to determine the impact of the following factors on the development of Problematic Internet Use (PIU): sociodemographic factors, the intensity of using...
Female Surveys and Questionnaires Male Machine Learning Algorithms Humans Temperament Adolescent Behavior Internet Use Internet Social Media Internet Addiction Disorder Adolescent
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Large-scale proteomics in the first trimester of pregnancy predict psychopathology and temperament in preschool children: an exploratory study.

Journal of child psychology and psychiatry, and allied disciplines Jan 29, 2024
BACKGROUND: Understanding the prenatal origins of children's psychopathology is a fundamental goal in developmental and clinical science. Recent research suggests that inflammation during pregnancy can trigger a cascade of fetal programming changes t...
Proteomics Pregnancy Trimester, First Child, Preschool Child Behavior Temperament Prenatal Exposure Delayed Effects Female Male Adult Machine Learning Pregnancy Humans
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Early Childhood Behavioral Inhibition Predicts Cortical Thickness in Adulthood.

Journal of the American Academy of Child and Adolescent Psychiatry Nov 26, 2015
OBJECTIVE: Behavioral inhibition (BI) during early childhood predicts risk for anxiety disorders and altered cognitive control in adolescence. Although BI has been linked to variation in brain function through adulthood, few studies have examined rel...
Young Adult Brain Cognition Inhibition, Psychological Male Female Longitudinal Studies Adult Humans Temperament Anxiety Magnetic Resonance Imaging Cerebral Cortex
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