AIMC Topic: Domestic Violence

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Domestic violence and childhood trauma among married women using machine learning approach: a cross-sectional study.

BMC public health Apr 10, 2025
BACKGROUND: Globally, 27% of ever-partnered women aged 15-49 have experienced physical, sexual, or intimate partner violence at least once in their lifetime. In Saudi Arabia, domestic violence (DV) remains a concern despite cultural and economic adva...
Saudi Arabia Adolescent Adult Survivors of Child Abuse Domestic Violence Adverse Childhood Experiences Prevalence Surveys and Questionnaires Cross-Sectional Studies Middle Aged Machine Learning Female Young Adult Adult Risk Factors Humans
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Using Artificial Intelligence to Detect Risk of Family Violence: Protocol for a Systematic Review and Meta-Analysis.

JMIR research protocols Dec 2, 2024
BACKGROUND: Despite the implementation of prevention strategies, family violence continues to be a prevalent issue worldwide. Current strategies to reduce family violence have demonstrated mixed success and innovative approaches are needed urgently t...
Artificial Intelligence Risk Assessment Humans Domestic Violence Systematic Reviews as Topic Meta-Analysis as Topic
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Determining domestic violence against women using machine learning methods: The case of Türkiye.

Journal of evaluation in clinical practice Oct 13, 2024
BACKGROUND: Domestic violence against women is a pervasive issue globally, representing a severe violation of human rights and a significant public health concern. The hidden nature of such violence and its frequent underreporting make it a critical ...
Algorithms Female Humans Machine Learning Adult Cross-Sectional Studies Middle Aged Risk Factors Young Adult Bayes Theorem Domestic Violence Logistic Models Support Vector Machine
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The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets.

Journal of medical Internet research Nov 6, 2020
BACKGROUND: Family violence (including intimate partner violence/domestic violence, child abuse, and elder abuse) is a hidden pandemic happening alongside COVID-19. The rates of family violence are rising fast, and women and children are disproportio...
Pneumonia, Viral COVID-19 Domestic Violence Female Intimate Partner Violence Humans Sexual and Gender Minorities Disease Outbreaks SARS-CoV-2 Unsupervised Machine Learning Pandemics Betacoronavirus Social Media Male Coronavirus Infections
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Probing Social Support and Self-Disclosure Within Chinese Online Domestic Violence Support Groups: Leveraging Multiple Machine Learning Approaches.

Journal of community psychology Jul 1, 2025
This study examines how domestic violence victims can effectively disclose their experiences in online support groups to receive meaningful support, and how community members can provide that support. Analyzing 3455 posts and 55,787 replies from Chin...
China Humans Machine Learning Self-Help Groups Young Adult Social Support Male Self Disclosure Adult Middle Aged Emotions Female Domestic Violence East Asian People Internet
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Classifying the Information Needs of Survivors of Domestic Violence in Online Health Communities Using Large Language Models: Prediction Model Development and Evaluation Study.

Journal of medical Internet research May 12, 2025
BACKGROUND: Domestic violence (DV) is a significant public health concern affecting the physical and mental well-being of numerous women, imposing a substantial health care burden. However, women facing DV often encounter barriers to seeking in-perso...
Models, Theoretical Adult Large Language Models Survivors Humans Internet Middle Aged Domestic Violence Female
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