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Estimating longitudinal depressive symptoms from smartphone data in a transdiagnostic cohort.

Amelia M PellegriniEmily J HuangPatrick C StaplesKamber L HartJeanette M LormeHannah E BrownRoy H PerlisJukka-Pekka J Onnela
Published in: Brain and behavior (2022)
While passive measures did not improve MADRS score prediction in our cross-disorder study, they may capture behavioral phenotypes that cannot be measured objectively, granularly, or over long-term via self-report.
Keyphrases
  • depressive symptoms
  • electronic health record
  • cross sectional
  • machine learning