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This paper is in the following e-collection/theme issue:

Reviews in Digital Mental Health (568) Mobile Health (mhealth) (5244) Wearable Devices and Sensors (1628) Diagnostic Tools in Mental Health (450) Mobile Health and Apps for Maternal and Child Health (278) Perinatal Depression; Postpartum Depression; PPD (160)

Published on in Vol 13 (2026)

This is a member publication of University of Turku

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101677, first published .
Pregnant woman in white top and pink cardigan using a smartphone

Perinatal Mental Health Detection and Prediction Using Mobile Sensing Data: Systematic Review

Perinatal Mental Health Detection and Prediction Using Mobile Sensing Data: Systematic Review

Authors of this article:

Yifan Sun1 Author Orcid Image ;   Kemeng Che2 Author Orcid Image ;   Tella Lantta2 Author Orcid Image ;   Anna Axelin2 Author Orcid Image ;   Iman Azimi1 Author Orcid Image ;   Pasi Liljeberg1 Author Orcid Image
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Yifan Sun   1 , MEng ;   Kemeng Che   2 , MSc ;   Tella Lantta   2 , PhD ;   Anna Axelin   2 , PhD ;   Iman Azimi   1 , PhD ;   Pasi Liljeberg   1 , PhD

1 Department of Computing, University of Turku, Turku, Southwest Finland, Finland

2 Department of Nursing Science, University of Turku, Turku, Southwest Finland, Finland

Corresponding Author:

  • Yifan Sun, MEng
  • Department of Computing
  • University of Turku
  • Yliopistonmaki
  • Turku, Southwest Finland FI-20014
  • Finland
  • Phone: 358 0449508020
  • Email: yifsun@utu.fi