Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis.
Shaoxiong SunAmos A FolarinYuezhou ZhangNicholas CumminsRafael Garcia-DiasCallum StewartYatharth RanjanZulqarnain RashidPauline CondePetroula LaiouHeet SankesaraFaith MatchamDaniel LeightleyKatie M WhiteCarolin OetzmannAlina IvanFemke LamersSara SiddiSara K SimblettRaluca Ileana NicaAki RintalaDavid C MohrInez Myin-GermeysTil WykesJosep-Maria HaroBrenda W J H PenninxSrinivasan VairavanVaibhav A NarayanPeter AnnasMatthew HotopfRichard James Butler Dobsonnull nullPublished in: Journal of medical Internet research (2023)
This work contributes to our understanding of how these mobile health-derived features are associated with depression symptom severity to inform future work in stratified analyses.