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

Digital Health Reviews (1724) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111) Ecological Momentary Assessment (EMA) (405) Depression and Mood Disorders; Suicide Prevention (1691)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63192, first published .
The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review

The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review

The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review

Authors of this article:

Ruth Melia1, 2 Author Orcid Image ;   Katherine Musacchio Schafer3 Author Orcid Image ;   Megan L Rogers4 Author Orcid Image ;   Emma Wilson-Lemoine5, 6 Author Orcid Image ;   Thomas Ellis Joiner2 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

Journals

  1. Melia R, Musacchio Schafer K, Rogers M, Wilson-Lemoine E, Joiner T. The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review. Journal of Medical Internet Research 2025;27:e63192 View
  2. Zaboski B, Bednarek L, Ayoub K, Pittenger C. Deep learning in obsessive-compulsive disorder: a narrative review. Frontiers in Psychiatry 2025;16 View
  3. Xu T, Mao Y, Wang Y, Zhang W, Cao H, Yu E. Advances in the assessment and study of suicide in late-life depression. Frontiers in Psychiatry 2025;16 View
  4. Deiana V, Paribello P, Suprani F, Mura A, Arzedi C, Garzilli M, Arru L, Manchia M, Carpiniello B, Pinna F. Association Between Current Suicidal Ideation and Personality Traits: Analysis of the Personality Inventory for DSM-5 in a Community Mental Health Sample. Medicina 2025;61(9):1541 View