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

Intentional Self-Harm (96) Machine Learning (1465) Bipolar Disorders (56) Depression and Mood Disorders; Suicide Prevention (1363)

Published on in Vol 8, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24522, first published .
Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study

Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study

Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study

Authors of this article:

Anastasiya Nestsiarovich1 Author Orcid Image ;   Praveen Kumar2 Author Orcid Image ;   Nicolas Raymond Lauve2 Author Orcid Image ;   Nathaniel G Hurwitz3 ;   Aurélien J Mazurie4 Author Orcid Image ;   Daniel C Cannon5 Author Orcid Image ;   Yiliang Zhu6 Author Orcid Image ;   Stuart James Nelson7 Author Orcid Image ;   Annette S Crisanti8 Author Orcid Image ;   Berit Kerner9 Author Orcid Image ;   Mauricio Tohen8 Author Orcid Image ;   Douglas J Perkins1 Author Orcid Image ;   Christophe Gerard Lambert1, 10 Author Orcid Image
Article Authors Cited by (4) Tweetations (10) Metrics

Journals

  1. Zhao Y, Yu Y, Wang H, Li Y, Deng Y, Jiang G, Luo Y. Machine Learning in Causal Inference: Application in Pharmacovigilance. Drug Safety 2022;45(5):459 View
  2. Pisanu C, Vitali E, Meloni A, Congiu D, Severino G, Ardau R, Chillotti C, Trabucchi L, Bortolomasi M, Gennarelli M, Minelli A, Squassina A. Investigating the Role of Leukocyte Telomere Length in Treatment-Resistant Depression and in Response to Electroconvulsive Therapy. Journal of Personalized Medicine 2021;11(11):1100 View
  3. Pigoni A, Delvecchio G, Turtulici N, Madonna D, Pietrini P, Cecchetti L, Brambilla P. Machine learning and the prediction of suicide in psychiatric populations: a systematic review. Translational Psychiatry 2024;14(1) View
  4. Atmakuru A, Shahini A, Chakraborty S, Seoni S, Salvi M, Hafeez-Baig A, Rashid S, Tan R, Barua P, Molinari F, Acharya U. Artificial intelligence-based suicide prevention and prediction: A systematic review (2019–2023). Information Fusion 2025;114:102673 View