Use of Mobile Sensing Data for Longitudinal Monitoring and Prediction of Depression Severity: Systematic Review

Rebeka Amin   ^{1, 2} , MBBS, PhD ;   Simon Schreynemackers   ^{1, 2} , MSc ;   Hannah Oppenheimer   ^{1, 3, 4} , MSc ;   Milica Petrovic   ^{1, 2} , PhD ;   Ulrich Hegerl   ^{1, 2, 5} , Prof Dr Med ;   Hanna Reich   ^{1, 2} , Dr rer nat

¹ Research Centre of the German Foundation for Depression and Suicide Prevention, Department for Psychiatry, Psychosomatics and Psychotherapy, University Hospital, Goethe University Frankfurt, Frankfurt am Main, Germany

² German Foundation for Depression and Suicide Prevention, Leipzig, Germany

³ Division of Mental Health and Substance Abuse, Diakonhjemmet Hospital, Oslo, Norway

⁴ Department of Psychology, University of Oslo, Oslo, Norway

⁵ Goethe Research Professorship, Department for Psychiatry, Psychosomatics and Psychotherapy, University Hospital, Goethe University Frankfurt, Frankfurt am Main, Germany