Machine learning discovery of longitudinal patterns of depression and suicidal ideation.

Journal: PloS one
PMID:

Abstract

BACKGROUND AND AIM: Depression is often accompanied by thoughts of self-harm, which are a strong predictor of subsequent suicide attempt and suicide death. Few empirical data are available regarding the temporal correlation between depression symptoms and suicidal ideation. We investigated the anecdotal concern that suicidal ideation may increase during a period of depression improvement.

Authors

  • Jue Gong
    Department of Industrial and Systems Engineering, University of Washington, Seattle, WA, United States of America.
  • Gregory E Simon
    Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America.
  • Shan Liu
    Department of Radiology, General Hospital of Ningxia Medical University, Yinchuan, China.