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SUMMARY:A Decade of Ubiquitous Computing Research in Mental Health - Jakob
  Bardram (DTU)
DTSTART:20190425T140000Z
DTEND:20190425T150000Z
UID:TALK120688@talks.cam.ac.uk
CONTACT:33450
DESCRIPTION:Abstract: This year it is ten years since smartphones became w
 idely available as an open platform and have since then been used for crea
 ting novel personalised health applications. From the very beginning\, the
 re has been an interest in exploiting the advantages of mobile and wearabl
 e technologies in mental health to unobtrusively sense and analyse human b
 ehaviour\, assess and predict mental health status\, and to deliver feedba
 ck and intervention when needed.\n\nIn this talk\, I look back on the last
  decade of Ubicomp research in mental health and use this as an stepping s
 tone for discussing current and future research opportunities. The histori
 cal review is based on two recent surveys that I've been part of. The firs
 t survey presents a review of 45 systems presented over the years and inve
 stigate which mental health disease they are designed for\, as well as the
 ir technical features in terms of sensing\, prediction\, intervention\, an
 d clinical assessment [1]. The second survey investigate whether changes i
 n depressive symptoms can be detected by monitoring the patient's behaviou
 r using mobile and wearable technology - a core research goal in early res
 earch. We reviewed 46 studies\, collection more than 17 different features
  and investigated whether these many studies agree on the relationship bet
 ween depressive symptoms and patient behaviour collected from mobile and w
 earable devices. The review shows agreement across studies that some behav
 iour is strongly correlated to changes in depressive symptoms\, while othe
 rs show no or conflicting correlation [2].\n\nBased on these two surveys\,
  I will discuss current opportunities for research in ubicomp and mental h
 ealth. In particular I will provide an example of moving from sensing to i
 ntervention technology and will present our current technological work in 
 supporting this.\n\n1. Bardram JE\, Matic A. A Decade of Ubiquitous Comput
 ing Research in Mental Health. Unpublished manuscript. 2019.\n\n2. Rohani 
 DA\, Faurholt-Jepsen M\, Kessing LV\, Bardram JE. Correlations Between Obj
 ective Behavioral Features Collected From Mobile and Wearable Devices and 
 Depressive Mood Symptoms in Patients With Affective Disorders: Systematic 
 Review. JMIR Mhealth Uhealth 2018\;6(8):e165. DOI: 10.2196/mhealth.9691. P
 MID: 30104184 \n\n\n\nBio: Jakob E. Bardram\, PhD\, is a professor in comp
 uter science at the Technical University of Denmark [www.dtu.dk]\, adjunct
  professor in public health at the Faculty of Health and Medical Sciences 
 at the University of Copenhagen [www.sund.ku.dk]\, and the director of the
  Copehagen Center for Health Technology [www.cachet.dk]. He is the co-foun
 der of Cetrea and Monsenso [monsenso.com]\, where he is serving as board m
 ember and chief scientific officer. His main research areas are software a
 rchitecture\, mobile & ubiquitous computing\, and user interface software 
 technology with a focus on healthcare\, ranging from activity-based softwa
 re architectures for electronic medical records\, to interactive displays 
 for clinical logistics in hospitals\, and to personal health technology fo
 r mental health. Read more on his home page [www.bardram.net] and google s
 cholar [scholar.google.dk/citations?user=pRriaUQAAAAJ].
LOCATION:Lecture Theatre 2\, Computer Laboratory
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