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

Digital Biomarkers and Digital Phenotyping (407) mHealth for Data Collection and Research (1646) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (2277)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77272, first published .
Mobile app dashboard showing activity over time graph and calendar heatmap.

Predicting Affective Episodes in Bipolar Disorder Using Statistical Process Control Analysis of GPS-Based Mobility Patterns: Quantitative Study

Predicting Affective Episodes in Bipolar Disorder Using Statistical Process Control Analysis of GPS-Based Mobility Patterns: Quantitative Study

Authors of this article:

Marvin Guth1 Author Orcid Image ;   Carl Bittendorf2 Author Orcid Image ;   Clemens Krug3 Author Orcid Image ;   Vera Miriam Ludwig3 Author Orcid Image ;   Esther Muehlbauer3 Author Orcid Image ;   Lisa-Marie Hartnagel2 Author Orcid Image ;   Emanuel Severus3, 4 Author Orcid Image ;   Michael Bauer3 Author Orcid Image ;   Philipp Ritter3 Author Orcid Image ;   Ulrich W Ebner-Priemer2, 5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Marvin Guth   1 , MSc ;   Carl Bittendorf   2 , MSc ;   Clemens Krug   3 , MSc ;   Vera Miriam Ludwig   3 , Dr Med ;   Esther Muehlbauer   3 , Dr Rer Med ;   Lisa-Marie Hartnagel   2 , PhD ;   Emanuel Severus   3, 4 , Prof Dr Med ;   Michael Bauer   3 , Dr rer nat, Prof Dr Med ;   Philipp Ritter   3 , Dr med, PD ;   Ulrich W Ebner-Priemer   2, 5 , Prof Dr

1 Department of eHealth and Sports Analytics, Faculty of Sport Science, Ruhr University Bochum, Bochum, Germany

2 Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Baden-Württemberg, Germany

3 Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany

4 Asklepios Klinik Nord-Ochsenzoll, Hamburg, Germany

5 Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Heidelberg, Germany

Corresponding Author:

  • Ulrich W Ebner-Priemer, Prof Dr
  • Mental mHealth Lab
  • Institute of Sports and Sports Science, Karlsruhe Institute of Technology
  • Hertzstrasse 16
  • Karlsruhe, Baden-Württemberg 76187
  • Germany
  • Phone: 49 72160844600
  • Email: ulrich.ebner-priemer@kit.edu