Cargando…

Machine Learning Applications in Mental Health and Substance Use Research Among the LGBTQ2S+ Population: Scoping Review

BACKGROUND: A high risk of mental health or substance addiction issues among sexual and gender minority populations may have more nuanced characteristics that may not be easily discovered by traditional statistical methods. OBJECTIVE: This review aims to identify literature studies that used machine...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kundu, Anasua, Chaiton, Michael, Billington, Rebecca, Grace, Daniel, Fu, Rui, Logie, Carmen, Baskerville, Bruce, Yager, Christina, Mitsakakis, Nicholas, Schwartz, Robert
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2021
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663464/ https://www.ncbi.nlm.nih.gov/pubmed/34762059 http://dx.doi.org/10.2196/28962

Ejemplares similares

Correlates of wanting to seek help for mental health and substance use concerns by sexual and gender minority young adults during the COVID-19 pandemic: A machine learning analysis
por: Kundu, Anasua, et al.
Publicado: (2022)

Access to Mental Health and Substance Use Resources for 2SLGBTQ+ Youth during the COVID-19 Pandemic
por: Chaiton, Michael, et al.
Publicado: (2021)

Mental Health and Addiction Services Exclusive to LGBTQ2S+ during COVID-19: An Environmental Scan
por: Chaiton, Michael, et al.
Publicado: (2022)

Smartphone Apps for Vaping Cessation: Quality Assessment and Content Analysis
por: Sanchez, Sherald, et al.
Publicado: (2022)

Investigating the impacts of COVID-19 among LGBTQ2S youth experiencing homelessness
por: Abramovich, Alex, et al.
Publicado: (2021)

Perceived Impact of COVID on Smoking, Vaping, Alcohol and Cannabis Use Among Youth and Youth Adults in Canada
por: Chaiton, Michael, et al.
Publicado: (2021)

Analysis of Wholesale Cigarette Sales in Canada After Menthol Cigarette Bans
por: Chaiton, Michael, et al.
Publicado: (2021)

Substance use in LGBTQ+ populations
Publicado: (2022)

A Machine Learning Approach Reveals Distinct Predictors of Vaping Dependence for Adolescent Daily and Non-Daily Vapers in the COVID-19 Era
por: Singh, Ishmeet, et al.
Publicado: (2023)

LGBTQ Youth and Young Adult Perspectives on a Culturally Tailored Group Smoking Cessation Program
por: Baskerville, Neill Bruce, et al.
Publicado: (2017)

A qualitative study of tobacco interventions for LGBTQ+ youth and young adults: overarching themes and key learnings
por: Bruce Baskerville, N., et al.
Publicado: (2018)

Perceptions Toward a Smoking Cessation App Targeting LGBTQ+ Youth and Young Adults: A Qualitative Framework Analysis of Focus Groups
por: Baskerville, N Bruce, et al.
Publicado: (2016)

Supporting Youth Vaping Cessation With the Crush the Crave Smartphone App: Protocol for a Randomized Controlled Trial
por: Sanchez, Sherald, et al.
Publicado: (2023)

Experiences of and recommendations for LGBTQ+-affirming substance use services: A qualitative study with LGBTQ+ people who use opioids and other drugs
por: Paschen-Wolff, Margaret M., et al.
Publicado: (2023)

Scoping review of guidance on cessation interventions for electronic cigarettes and dual electronic and combustible cigarettes use
por: Kundu, Anasua, et al.
Publicado: (2023)

In this Issue: LGBTQ+
por: Khan, Omar A., et al.
Publicado: (2019)

LGBTQ+ food insufficiency in New England
por: Leslie, Isaac Sohn, et al.
Publicado: (2022)

LGBTQ+ Aging Research in Canada: A 30-Year Scoping Review of the Literature
por: Wilson, Kimberley, et al.
Publicado: (2021)

Social support in schools and related outcomes for LGBTQ youth: a scoping review
por: Leung, Enoch, et al.
Publicado: (2022)

Mental healthcare for young and adolescent LGBTQ+ individuals in the Indian subcontinent
por: Gaur, Prithvi Sanjeevkumar, et al.
Publicado: (2023)

Safeguarding LGBTQ+ lives in an epoch of abandonment
por: Rosa, William E, et al.
Publicado: (2023)

Gender in mental health: toward an LGBTQ+ inclusive and affirming psychiatry and mental healthcare in the Philippines
por: Alibudbud, Rowalt
Publicado: (2023)

LGBTQ+ Youth Homelessness in Delaware:: Building a Case for Targeted Surveillance and Assessment of LGBTQ+ Youth Needs and Experiences
por: Mitsdarffer, Mary Louise, et al.
Publicado: (2023)

LGBTQ+ focused mental health research strategy in response to COVID-19
por: Gorczynski, Paul, et al.
Publicado: (2020)

Tobacco Control as an LGBTQ+ Issue: Knowledge, Attitudes, and Recommendations from LGBTQ+ Community Leaders
por: Acosta-Deprez, Veronica, et al.
Publicado: (2021)

What is known about the LGBTQ perspective in child welfare services? A scoping review protocol
por: Kaasbøll, Jannike, et al.
Publicado: (2019)

The Religious Landscape for LGBTQ+ Persons
por: Gerdts, Douglas D.
Publicado: (2019)

REDUCING AGEISM IN THE LGBTQ+ COMMUNITY THROUGH INTERGENERATIONAL CONNECTION
por: Andreoletti, Carrie, et al.
Publicado: (2022)

Increasing Opportunities for Healthy Sexual Socialization in LGBTQ+ People with IDD: The Role of LGBTQ+ Organizations and Community
por: Simić Stanojević, Ivanka, et al.
Publicado: (2023)

Predictors of perceived success in quitting smoking by vaping: A machine learning approach
por: Fu, Rui, et al.
Publicado: (2022)

Common stressful life events and difficulties are associated with mental health symptoms and substance use in young adolescents
por: Low, Nancy CP, et al.
Publicado: (2012)

Explaining effective mental health support for LGBTQ+ youth: A meta-narrative review
por: McDermott, Elizabeth, et al.
Publicado: (2021)

LGBTQ+ Students’ Peer Victimization and Mental Health before and during the COVID-19 Pandemic
por: Gill, Erin K., et al.
Publicado: (2022)

Incongruous identities: Mental distress and burnout disparities in LGBTQ+ health care professional populations
por: Wolfe, Atticus
Publicado: (2023)

Disparities in the unmet mental health needs between LGBTQ+ and non-LGBTQ+ populations during COVID-19 in the United States from 21 July 2021 to 9 May 2022
por: Chen, Shanquan, et al.
Publicado: (2022)

LGBTQ care at the time of COVID-19
por: Chatterjee, Subhankar, et al.
Publicado: (2020)

LGBTQ PROGRAMMING AT SENIOR CENTERS IN MASSACHUSETTS
por: Somerville, Ceara, et al.
Publicado: (2019)

The Epidemiology of Dementia in LGBTQ Older Adults
por: Flatt, Jason
Publicado: (2020)

Systemic inequalities for LGBTQ professionals in STEM
por: Cech, E. A., et al.
Publicado: (2021)

Health disparities affecting LGBTQ+ populations
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_kpmae6js35nq7c7sb2hn283m5n