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

Methods and New Tools in Mental Health Research (497) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1762) Machine Learning (1685) Focus Groups and Qualitative Research for Human Factors Research (996) Depression and Mood Disorders; Suicide Prevention (1498) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1766) New Methods (1018) Anxiety and Stress Disorders (1160) Clinical Informatics (1132) Clinical Information and Decision Making (1603)

Published on in Vol 8, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25455, first published .
Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype

Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype

Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype

Authors of this article:

Dong Whi Yoo1 Author Orcid Image ;   Sindhu Kiranmai Ernala1 Author Orcid Image ;   Bahador Saket1 Author Orcid Image ;   Domino Weir1 Author Orcid Image ;   Elizabeth Arenare2 Author Orcid Image ;   Asra F Ali2 Author Orcid Image ;   Anna R Van Meter2, 3, 4 Author Orcid Image ;   Michael L Birnbaum2, 3, 4 Author Orcid Image ;   Gregory D Abowd1, 5 Author Orcid Image ;   Munmun De Choudhury1 Author Orcid Image
Article Authors Cited by (7) Tweetations (18) Metrics

Journals

  1. Merchant R, Southwick L, Beidas R, Mandell D, Guntuku S, Pelullo A, Yang L, Mitra N, Curtis B, Ungar L, Asch D. Effect of Integrating Patient-Generated Digital Data Into Mental Health Therapy: A Randomized Controlled Trial. Psychiatric Services 2023;74(8):876 View
  2. Nguyen V, Lu N, Kane J, Birnbaum M, De Choudhury M. Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study. JMIR Mental Health 2022;9(12):e39747 View
  3. Hauser T, Skvortsova V, De Choudhury M, Koutsouleris N. The promise of a model-based psychiatry: building computational models of mental ill health. The Lancet Digital Health 2022;4(11):e816 View
  4. Ehsan U, Saha K, De Choudhury M, Riedl M. Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI. Proceedings of the ACM on Human-Computer Interaction 2023;7(CSCW1):1 View
  5. Li I, Estafanous A, De Choudhury M, Alvarez-Jimenez M, Birnbaum M. Social Media and Early Psychosis Intervention: A Comprehensive Review of the Literature. Current Treatment Options in Psychiatry 2024;11(2):52 View
  6. 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

Books/Policy Documents

  1. Chen X, Genc Y. Artificial Intelligence in HCI. View