Mobile Phone and Wearable Sensor-Based mHealth Approaches for Psychiatric Disorders and Symptoms: Systematic Review

Jussi Seppälä   ^{1, 2 *} , MD, PhD ;   Ilaria De Vita   ^{3 *} , MSc ;   Timo Jämsä   ^{4, 5, 6} , PhD ;   Jouko Miettunen   ^{1, 5} , PhD ;   Matti Isohanni   ¹ , MD, PhD ;   Katya Rubinstein   ⁷ , PhD ;   Yoram Feldman   ⁷ , MA ;   Eva Grasa   ^{8, 9, 10} , MSc ;   Iluminada Corripio   ^{8, 9, 10} , PhD ;   Jesus Berdun   ¹¹ , MSc ;   Enrico D'Amico   ³ , MSc ;   M-RESIST Group   ¹² ;   Maria Bulgheroni   ^{3 *} , MSc

¹ Center for Life Course of Health Research, University of Oulu, Oulu, Finland

² Department of Mental and Substance Use Services, Eksote, Lappeenranta, Finland

³ Ab.Acus srl, Milano, Italy

⁴ Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland

⁵ Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland

⁶ Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland

⁷ The Gertner Institute for Epidemiology and Health Policy Research, Tel Aviv, Israel

⁸ Department of Psychiatry, Biomedical Research Institute Sant Pau (IIB-SANT PAU), Hospital Sant Pau, Barcelona, Spain

⁹ Universitat Autònoma de Barcelona (UAB), Barcelona, Spain

¹⁰ CIBERSAM, Madrid, Spain

¹¹ Fundació TIC Salut Social, Barcelona, Spain

¹² m-RESIST, Barcelona, Spain

*these authors contributed equally