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

Depression and Mood Disorders; Suicide Prevention (1392) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (847) Diagnostic Tools in Mental Health (248) Decision Support for Health Professionals (1210) Machine Learning (1501) Bipolar Disorders (58) Artificial Intelligence (1421) Tools, Programs and Algorithms (275)

Published on in Vol 11 (2024)

This is a member publication of University of Cambridge (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50738, first published .
Identification of Predictors of Mood Disorder Misdiagnosis and Subsequent Help-Seeking Behavior in Individuals With Depressive Symptoms: Gradient-Boosted Tree Machine Learning Approach

Identification of Predictors of Mood Disorder Misdiagnosis and Subsequent Help-Seeking Behavior in Individuals With Depressive Symptoms: Gradient-Boosted Tree Machine Learning Approach

Identification of Predictors of Mood Disorder Misdiagnosis and Subsequent Help-Seeking Behavior in Individuals With Depressive Symptoms: Gradient-Boosted Tree Machine Learning Approach

Authors of this article:

Jiri Benacek1 Author Orcid Image ;   Nimotalai Lawal1 Author Orcid Image ;   Tommy Ong1 Author Orcid Image ;   Jakub Tomasik1 Author Orcid Image ;   Nayra A Martin-Key1 Author Orcid Image ;   Erin L Funnell1, 2 Author Orcid Image ;   Giles Barton-Owen2 Author Orcid Image ;   Tony Olmert1 Author Orcid Image ;   Dan Cowell2 Author Orcid Image ;   Sabine Bahn1, 2 Author Orcid Image
Article Authors Cited by (3) Tweetations (5) Metrics

Journals

  1. de Azevedo Cardoso T, Kochhar S, Torous J, Morton E. Digital Tools to Facilitate the Detection and Treatment of Bipolar Disorder: Key Developments and Future Directions. JMIR Mental Health 2024;11:e58631 View
  2. Stolfi F, Abreu H, Sinella R, Nembrini S, Centonze S, Landra V, Brasso C, Cappellano G, Rocca P, Chiocchetti A. Omics approaches open new horizons in major depressive disorder: from biomarkers to precision medicine. Frontiers in Psychiatry 2024;15 View