Quantifying the Association Between Psychotherapy Content and Clinical Outcomes Using Deep Learning.

Journal: JAMA psychiatry
Published Date:

Abstract

IMPORTANCE: Compared with the treatment of physical conditions, the quality of care of mental health disorders remains poor and the rate of improvement in treatment is slow, a primary reason being the lack of objective and systematic methods for measuring the delivery of psychotherapy.

Authors

  • Michael P Ewbank
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Ronan Cummins
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Valentin Tablan
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Sarah Bateup
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Ana Catarino
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Alan J Martin
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.
  • Andrew D Blackwell
    Clinical Science Laboratory, Ieso Digital Health, Cambridge, England.