Accuracy of machine learning methods in predicting prognosis of patients with psychotic spectrum disorders: a systematic review.

Journal: BMJ open
PMID:

Abstract

OBJECTIVES: We aimed to examine the predictive accuracy of functioning, relapse or remission among patients with psychotic disorders, using machine learning methods. We also identified specific features that were associated with these clinical outcomes.

Authors

  • Jing Ling Tay
    West Region, Institute of Mental Health, Singapore tay.jing.ling@aic.sg.
  • Yun Ling Ang
    Department of Nursing, Institute of Mental Health, Singapore.
  • Wilson W S Tam
    Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Kang Sim
    Research Division, Institute of Mental Health, Singapore, 10 Buangkok View, Singapore, 539747, Singapore. kang_sim@imh.com.sg.