Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions

Simon Schreynemackers, Johannes Leimhofer, Milica Petrovic, Hanna Reich, Sascha Ludwig, Andreas Dominik, Dominik Heider, Ulrich Hegerl, Unknown

Open source

DOI
10.2196/99204
Published
2026-08-25
Container
JMIR Formative Research
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/99204,
  title = {Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions},
  author = {Simon Schreynemackers and Johannes Leimhofer and Milica Petrovic and Hanna Reich and Sascha Ludwig and Andreas Dominik and Dominik Heider and Ulrich Hegerl and Unknown},
  year = {2026},
  journal = {JMIR Formative Research},
  doi = {10.2196/99204},
  url = {https://doi.org/10.2196/99204}
}

RIS

TY  - JOUR
TI  - Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions
AU  - Simon Schreynemackers
AU  - Johannes Leimhofer
AU  - Milica Petrovic
AU  - Hanna Reich
AU  - Sascha Ludwig
AU  - Andreas Dominik
AU  - Dominik Heider
AU  - Ulrich Hegerl
AU  - Unknown
PY  - 2026
JO  - JMIR Formative Research
DO  - 10.2196/99204
UR  - https://doi.org/10.2196/99204
ER  - 

APA

Schreynemackers, S., Leimhofer, J., Petrovic, M., Reich, H., Ludwig, S., Dominik, A., Heider, D., Hegerl, U., & Unknown (2026). Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions. JMIR Formative Research. https://doi.org/10.2196/99204

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