This paper is in the following e-collection/theme issue:

Psychotic Disorders (184) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1820) Machine Learning (1821) Artificial Intelligence (1834) Clinical Informatics (1191)

Published on in Vol 9, No 12 (2022): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/39747, first published .
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

Authors of this article:

Viet Cuong Nguyen1 Author Orcid Image ;   Nathaniel Lu2, 3 Author Orcid Image ;   John M Kane2, 3, 4 Author Orcid Image ;   Michael L Birnbaum2, 3, 4 Author Orcid Image ;   Munmun De Choudhury1 Author Orcid Image
Article Authors Cited by (5) Tweetations (16) Metrics

Journals

  1. Pagliaccio D, Tran K, Visoki E, DiDomenico G, Auerbach R, Barzilay R. Probing the digital exposome: associations of social media use patterns with youth mental health. NPP—Digital Psychiatry and Neuroscience 2024;2(1) View
  2. Adler D, Yang Y, Viranda T, Xu X, Mohr D, Van Meter A, Tartaglia J, Jacobson N, Wang F, Estrin D, Choudhury T. Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2024;8(4):1 View
  3. Nedungadi P, Veena G, Tang K, Menon R, Raman R. AI Techniques and Applications for Online Social Networks and Media: Insights From BERTopic Modeling. IEEE Access 2025;13:37389 View
  4. Nesbitt B, Virgadamo D, Aguirre C, DeCamp M, Dredze M, Harrigian K, Lhaksampa T, Meuchel J, Meyer A, Walker A, Zirikly A, Chisolm M, Zandi P, Miller L. Testing a Dashboard Intervention for Tracking Digital Social Media Activity in Clinical Care of Individuals With Mood and Anxiety Disorders: Protocol and Design Considerations for a Pragmatic Randomized Trial. JMIR Research Protocols 2025;14:e63279 View

Conference Proceedings

  1. Yoo D, Woo H, Nguyen V, Birnbaum M, Kruzan K, Kim J, Abowd G, De Choudhury M. Proceedings of the CHI Conference on Human Factors in Computing Systems. Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment View