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SUMMARY:Overview of Digital Phenotyping: Concepts\, Data\, Methods\, and A
 pplications - JP Onnela\, Harvard University
DTSTART:20230307T160000Z
DTEND:20230307T170000Z
UID:TALK193522@talks.cam.ac.uk
CONTACT:Cecilia Mascolo
DESCRIPTION:Social\, behavioral\, and cognitive phenotypes have traditiona
 lly presented difficulties for the health sciences both in research and cl
 inical settings. The standard approach has been to rely on self-administer
 ed surveys and clinician-administered tests\, both of which tend to be sub
 jective. Due to the burden these assessments impose on participants\, this
  approach is usually only applicable cross-sectionally\, which limits its 
 utility\, especially in areas that are characterized by episodic changes i
 n behavior. Digital phenotyping attempts to harness continuously collected
  raw data from personal digital devices\, especially smartphones and weara
 bles\, to address this so-called phenotyping problem. I will talk about so
 me key concepts in digital phenotyping\, provide a review of common dataty
 pes\, and illustrate some of the various methodological challenges. I will
  conclude by providing some examples of collaborative research in neurolog
 ical diseases.
LOCATION:https://cl-cam-ac-uk.zoom.us/j/92219689343?pwd=Q1p1eUt4V3NORWVGM3
 hGUEZNV1JqQT09
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