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Challenges in Using Mhealth Data from Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis

Shaoxiong Sun,Amos A. Folarin,Yuezhou Zhang,Nicholas Cummins,Rafael Garcia-Dias,Callum Stewart,Yatharth Ranjan,Zulqarnain Rashid,Pauline Conde,Petroula Laiou,Heet Sankesara,Faith Matcham,Daniel Leightley,Katie M. White,Carolin Oetzmann,Alina Ivan,Femke Lamers,Sara Siddi,Sara Simblett,Raluca Nica,Aki Rintala,David C. Mohr,Inez Myin-Germeys,Til Wykes,Josep Maria Haro,Brenda W. J. H. Penninx,Srinivasan Vairavan,Vaibhav A. Narayan,Peter Annas,Matthew Hotopf

Journal of Medical Internet Research（2023）

Cited 8|Views13
Key words
mobile health,depression,digital phenotypes,behavioral patterns,missing data,smartphones,wearable devices,mobile phone
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