AIMC Topic: Sexual and Gender Minorities

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Natural Language Processing Insight into LGBTQ+ Youth Mental Health During the COVID-19 Pandemic: Longitudinal Content Analysis of Anxiety-Provoking Topics and Trends in Emotion in LGBTeens Microcommunity Subreddit.

JMIR public health and surveillance Aug 17, 2021
BACKGROUND: Widespread fear surrounding COVID-19, coupled with physical and social distancing orders, has caused severe adverse mental health outcomes. Little is known, however, about how the COVID-19 crisis has impacted LGBTQ+ youth, who disproporti...
Male Anxiety Adolescent COVID-19 Female Emotions Social Media Natural Language Processing Longitudinal Studies Sexual and Gender Minorities Humans Pandemics
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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...
Betacoronavirus Pneumonia, Viral Domestic Violence Unsupervised Machine Learning COVID-19 Coronavirus Infections Female Intimate Partner Violence Sexual and Gender Minorities Male Social Media Disease Outbreaks Humans SARS-CoV-2 Pandemics
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Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community-Related Posts on Social Media: Quantitative Study.

Journal of medical Internet research May 12, 2025
BACKGROUND: A major challenge in sentiment analysis on social media is the increasing prevalence of image-based content, which integrates text and visuals to convey nuanced messages. Traditional text-based approaches have been widely used to assess p...
Humans Social Media Machine Learning Male Hate Female Sexual and Gender Minorities
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Automated tools for systematic review screening methods: an application of machine learning for sexual orientation and gender identity measurement in health research.

Journal of the Medical Library Association : JMLA Jan 14, 2025
OBJECTIVE: Sexual and gender minority (SGM) populations experience health disparities compared to heterosexual and cisgender populations. The development of accurate, comprehensive sexual orientation and gender identity (SOGI) measures is fundamental...
Humans Machine Learning Female Systematic Reviews as Topic Sexual Behavior Gender Identity Male Sexual and Gender Minorities
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The lost data: how AI systems censor LGBTQ+ content in the name of safety.

Nature computational science Sep 1, 2024
Sexual and Gender Minorities Humans Safety Female Male Artificial Intelligence
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Assessment of Artificial Intelligence Chatbot Attitudes Toward LGBTQ+ Individuals.

The Journal of adolescent health : official publication of the Society for Adolescent Medicine Jun 1, 2024
Sexual and Gender Minorities Female Humans Male Artificial Intelligence Adolescent
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Development of the Gender, Sex, and Sexual Orientation ontology: Evaluation and workflow.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2020
OBJECTIVE: The study sought to create an integrated vocabulary system that addresses the lack of standardized health terminology in gender and sexual orientation.
Female Male Sexual Behavior Biological Ontologies Sexual and Gender Minorities Humans Sex Medical Subject Headings Gender Identity
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Factors associated with viral suppression among HIV-positive Kenyan gay and bisexual men who have sex with men.

AIDS care Aug 1, 2018
The UNAIDS 90-90-90 target has prioritized achieving high rates of viral suppression. We identified factors associated with viral suppression among HIV-positive gay, bisexual, and other men who have sex with men (GBMSM) in Kisumu, Kenya. HIV-positive...
Homosexuality, Male Middle Aged Adult HIV Infections Awareness Humans Male Kenya Anti-HIV Agents Young Adult Viral Load CD4 Lymphocyte Count Sexual and Gender Minorities Sexual Partners HIV Social Stigma
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