AIMC Topic: Emotional Regulation

Clear Filters Showing 1 to 7 of 7 articles

Associations among white matter microstructural changes and the development of emotional reactivity and regulation in infancy.

Molecular psychiatry Apr 23, 2025
Deficits in emotional reactivity and regulation assessed in infancy, including high levels of negative emotionality (NE), low positive emotionality (PE) and low soothability, can predict future affective and behavioral disorders. White matter (WM) tr...
Infant Magnetic Resonance Imaging Emotions Female Male Humans Diffusion Tensor Imaging Child Development Emotional Regulation White Matter Brain Neural Pathways
View on PubMed DOI

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 Machine Learning Adult Male Middle Aged Female Young Adult Impulsive Behavior Aggression Temperament Emotional Regulation Suicide, Attempted Borderline Personality Disorder Longitudinal Studies
View on PubMed DOI

Comparison between clinician and machine learning prediction in a randomized controlled trial for nonsuicidal self-injury.

BMC psychiatry Dec 18, 2024
BACKGROUND: Nonsuicidal self-injury is a common health problem in adolescents and associated with future suicidal behavior. Predicting who will benefit from treatment is an urgent and a critical first step towards personalized treatment approaches. M...
Emotional Regulation Adolescent Self-Injurious Behavior Humans Female Male Machine Learning
View on PubMed DOI

Enhancing emotion regulation with an in situ socially assistive robot among LGBTQ+ youth with self-harm ideation: protocol for a randomised controlled trial.

BMJ open Jan 9, 2024
INTRODUCTION: Purrble, a socially assistive robot, was codesigned with children to support in situ emotion regulation. Preliminary evidence has found that LGBTQ+ youth are receptive to Purrble and find it to be an acceptable intervention to assist wi...
Emotional Regulation Single-Blind Method Self-Injurious Behavior Randomized Controlled Trials as Topic Robotics Humans Child Sexual and Gender Minorities Adolescent
View on PubMed DOI

Decoding reappraisal and suppression from neural circuits: A combined supervised and unsupervised machine learning approach.

Cognitive, affective & behavioral neuroscience Mar 28, 2023
Emotion regulation is a core construct of mental health and deficits in emotion regulation abilities lead to psychological disorders. Reappraisal and suppression are two widely studied emotion regulation strategies but, possibly due to methodological...
Humans Emotional Regulation Emotions Brain Anxiety Unsupervised Machine Learning Magnetic Resonance Imaging Cerebral Cortex
View on PubMed DOI

Identifying resting state differences salient for resilience to chronic pain based on machine learning multivariate pattern analysis.

Psychophysiology Aug 12, 2021
Studies have documented behavior differences between more versus less resilient adults with chronic pain (CP), but the presence and nature of underlying neurophysiological differences have received scant attention. In this study, we attempted to iden...
Male Middle Aged Resilience, Psychological Pain Perception Female Executive Function Nerve Net Adult Chronic Pain Emotional Regulation Pattern Recognition, Automated Cerebral Cortex Musculoskeletal Pain Connectome Humans Multivariate Analysis Machine Learning Magnetic Resonance Imaging Reward
View on PubMed DOI

A machine learning approach to modeling PTSD and difficulties in emotion regulation.

Psychiatry research Jan 5, 2021
Despite evidence for the association between emotion regulation difficulties and posttraumatic stress disorder (PTSD), less is known about the specific emotion regulation abilities that are most relevant to PTSD severity. This study examined both ite...
Self Report Stress Disorders, Post-Traumatic Humans Emotional Regulation Models, Psychological Machine Learning Emotions
View on PubMed DOI
Popular Topics
Recent Journals