Rise of the machines? Machine learning approaches and mental health: opportunities and challenges.

Journal: The British journal of psychiatry : the journal of mental science
Published Date:

Abstract

Machine learning methods are being increasingly applied to physical healthcare. In this article we describe some of the potential benefits, challenges and limitations of this approach in a mental health context. We provide a number of examples where machine learning could add value beyond conventional statistical modelling.Declaration of interestNone.

Authors

  • Paul A Tiffin
    Department of Health Sciences, University of York, UK; Hull York Medical School, University of York, UK. Electronic address: paul.tiffin@york.ac.uk.
  • Lewis W Paton
    Department of Health Sciences, University of York, UK. Electronic address: lewis.paton@york.ac.uk.