Machine Learning for Suicide Research–Can It Improve Risk Factor Identification?

Author:

Fazel Seena1,O’Reilly Lauren2

Affiliation:

1. Department of Psychiatry, University of Oxford, Oxford, Oxfordshire, England

2. Indiana University, Bloomington

Publisher

American Medical Association (AMA)

Subject

Psychiatry and Mental health

Reference11 articles.

1. Prediction of sex-specific suicide risk using machine learning and single-payer health care registry data from Denmark [published online October 23, 2019].;Gradus;JAMA Psychiatry

2. Suicide and suicidal behaviour.;Turecki;Lancet,2016

3. Association of an early intervention service for psychosis with suicide rate among patients with first-episode schizophrenia-spectrum disorders.;Chan;JAMA Psychiatry,2018

4. A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models.;Christodoulou;J Clin Epidemiol,2019

5. How accurate are suicide risk prediction models? asking the right questions for clinical practice.;Whiting;Evid Based Ment Health,2019

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