A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.

Journal: JAMA network open
PMID: 32678450

Abstract

IMPORTANCE: The mechanisms by which engagement with internet-delivered psychological interventions are associated with depression and anxiety symptoms are unclear.

Authors

  • Isabel Chien
    1 Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA.
  • Angel Enrique
    Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland.
  • Jorge Palacios
    Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland.
  • Tim Regan
    Microsoft Research Cambridge, Cambridge, United Kingdom.
  • Dessie Keegan
    Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland.
  • David Carter
    Microsoft Research Cambridge, Cambridge, United Kingdom.
  • Sebastian Tschiatschek
    Faculty of Computer Science The University of Vienna, Vienna, Austria.
  • Aditya Nori
    Microsoft Research Cambridge, Cambridge, United Kingdom.
  • Anja Thieme
    Microsoft Research Cambridge, Cambridge, United Kingdom.
  • Derek Richards
    Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland.
  • Gavin Doherty
    Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland.
  • Danielle Belgrave
    Microsoft Research Cambridge, Cambridge, United Kingdom.

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