Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study.

Low, Daniel M; Rumker, Laurie; Talkar, Tanya; Torous, John; Cecchi, Guillermo; Ghosh, Satrajit S

Low, Daniel M; Rumker, Laurie; Talkar, Tanya; Torous, John; Cecchi, Guillermo; Ghosh, Satrajit S.

Affiliation

Low DM; Program in Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, MA, United States.
Rumker L; Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States.
Talkar T; McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States.
Torous J; Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.
Cecchi G; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.
Ghosh SS; Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, United States.

J Med Internet Res ; 22(10): e22635, 2020 10 12.

Article in En | MEDLINE | ID: mdl-32936777

Subject(s)

Anxiety/diagnosis; Anxiety/epidemiology; Coronavirus Infections/epidemiology; Mental Health/statistics & numerical data; Natural Language Processing; Pneumonia, Viral/epidemiology; Self-Help Groups/statistics & numerical data; Social Media/statistics & numerical data; Adolescent; Adult; Anxiety/psychology; Betacoronavirus; Borderline Personality Disorder/epidemiology; Borderline Personality Disorder/psychology; COVID-19; Female; Global Health; Humans; Male; Middle Aged; Pandemics; SARS-CoV-2; Stress Disorders, Post-Traumatic/epidemiology; Stress Disorders, Post-Traumatic/psychology; Suicidal Ideation; Young Adult

Key words

ADHD; COVID-19; Reddit; anxiety; eating disorders; infodemic; infodemiology; infoveillance; mental health; natural language processing; psychiatry; social media; suicidality

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Anxiety / Pneumonia, Viral / Self-Help Groups / Natural Language Processing / Mental Health / Coronavirus Infections / Social Media Type of study: Observational_studies / Prognostic_studies Limits: Adolescent / Adult / Female / Humans / Male / Middle aged Language: En Journal: J Med Internet Res Journal subject: INFORMATICA MEDICA Year: 2020 Type: Article Affiliation country: United States

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