AIMC Topic: Social Stigma
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CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation.
Journal of the American Medical Informatics Association : JAMIA
Feb 1, 2025
OBJECTIVE: To detect and classify features of stigmatizing and biased language in intensive care electronic health records (EHRs) using natural language processing techniques.
Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing.
Journal of the American Medical Informatics Association : JAMIA
Feb 1, 2025
OBJECTIVE: To identify stigmatizing language in obstetric clinical notes using natural language processing (NLP).
The impact of social housing on mental health: longitudinal analyses using marginal structural models and machine learning-generated weights.
International journal of epidemiology
Oct 1, 2018
BACKGROUND: Social housing may provide an affordable and secure residential environment, but has also been associated with stigma, poor housing conditions and locational disadvantage. We examined the cumulative effect of additional years, and tenure ...
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...
Machine Learning, Sentiment Analysis, and Tweets: An Examination of Alzheimer's Disease Stigma on Twitter.
The journals of gerontology. Series B, Psychological sciences and social sciences
Sep 1, 2017
OBJECTIVES: Social scientists need practical methods for harnessing large, publicly available datasets that inform the social context of aging. We describe our development of a semi-automated text coding method and use a content analysis of Alzheimer...
Digital Mental Health - Innovations in Consumer Driven Care.
Nursing leadership (Toronto, Ont.)
Jan 1, 2017
Barriers such as stigma and access issues prevent 60% of Canadians with mental health issues from seeking help. Saint Elizabeth Health Care's IntelligentCare™ Platform supports a range of digital health solutions for holistic health including three s...
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