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

Wearables and MHealth Reviews (283) Wearable Devices and Sensors (990) mHealth for Wellness, Behavior Change and Prevention (3093) mHealth for Data Collection and Research (1080) Machine Learning (1723) Anxiety and Stress Disorders (1175) Depression and Mood Disorders; Suicide Prevention (1514) mHealth for Screening (257) Artificial Intelligence (1710)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59660, first published .
Applying AI in the Context of the Association Between Device-Based Assessment of Physical Activity and Mental Health: Systematic Review

Applying AI in the Context of the Association Between Device-Based Assessment of Physical Activity and Mental Health: Systematic Review

Applying AI in the Context of the Association Between Device-Based Assessment of Physical Activity and Mental Health: Systematic Review

Authors of this article:

Simon Woll1 Author Orcid Image ;   Dennis Birkenmaier2 Author Orcid Image ;   Gergely Biri2 Author Orcid Image ;   Rebecca Nissen1 Author Orcid Image ;   Luisa Lutz1 Author Orcid Image ;   Marc Schroth2 Author Orcid Image ;   Ulrich W Ebner-Priemer1, 3, 4 Author Orcid Image ;   Marco Giurgiu1 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Simon Woll   1 , MSc ;   Dennis Birkenmaier   2 , MSc ;   Gergely Biri   2 , MSc ;   Rebecca Nissen   1 , MSc ;   Luisa Lutz   1 , BA ;   Marc Schroth   2 , MSc ;   Ulrich W Ebner-Priemer   1, 3, 4 , Prof Dr ;   Marco Giurgiu   1 , Dr

1 Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany

2 Department of Embedded Systems and Sensors Engineering, Research Center for Information Technology, Karlsruhe, Germany

3 Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany

4 German Center for Mental Health, Mannheim, Germany

Corresponding Author:

  • Simon Woll, MSc
  • Mental mHealth Lab
  • Institute of Sports and Sports Science
  • Karlsruhe Institute of Technology
  • Hertzstrasse 16
  • Karlsruhe, 76187
  • Germany
  • Phone: 49 721 608 ext 41974
  • Email: simon.woll@kit.edu