Emergence of digital biomarkers to predict and modify treatment efficacy: machine learning study.

Journal: BMJ open
PMID:

Abstract

OBJECTIVES: Development of digital biomarkers to predict treatment response to a digital behavioural intervention.

Authors

  • Nicole L Guthrie
    Better Therapeutics LLC, San Francisco, California, USA.
  • Jason Carpenter
    Manifold, Inc, Oakland, California, USA.
  • Katherine L Edwards
    Better Therapeutics LLC, San Francisco, California, USA.
  • Kevin J Appelbaum
    Better Therapeutics LLC, San Francisco, California, USA.
  • Sourav Dey
    Manifold, Inc, Oakland, California, USA.
  • David M Eisenberg
    Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
  • David L Katz
    Better Therapeutics LLC, San Francisco, California, USA.
  • Mark A Berman
    Better Therapeutics LLC, San Francisco, California, USA mark@bettertherapeutics.io.