Using Smartphone-Tracked Behavioral Markers to Recognize Depression and Anxiety Symptoms: Cross-Sectional Digital Phenotyping Study

Collectively, these findings indicate that smartphone-tracked behavioral markers have limited discriminant ability in our study but potential to support future depression/anxiety diagnostics.

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Publication Details

Journal
JMIR Mental Health
Published
2025-10-31
DOI
https://doi.org/10.2196/80765
Citations
1
Primary Topic
Digital Mental Health Interventions
Type
article
Field-Weighted Citation Impact
1.54

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article

Using Smartphone-Tracked Behavioral Markers to Recognize Depression and Anxiety Symptoms: Cross-Sectional Digital Phenotyping Study

Raj Jagesar, George Aalbers, Andrea Costanzo, Brenda W.J.H. Penninx et al.
1 citations
JMIR Mental Health
Digital Mental Health Interventions
1.54
article

Using Smartphone-Tracked Behavioral Markers to Recognize Depression and Anxiety Symptoms: Cross-Sectional Digital Phenotyping Study

Raj Jagesar, George Aalbers, Andrea Costanzo, Brenda W.J.H. Penninx, Martien J. Kas, Femke Lamers
article en
1 citations

Abstract

Collectively, these findings indicate that smartphone-tracked behavioral markers have limited discriminant ability in our study but potential to support future depression/anxiety diagnostics.

JMIR Mental HealthVol. 13
University of Groningen (NL), Vrije Universiteit Amsterdam (NL)
European Federation of Pharmaceutical Industries and Associations, Cohen Veterans Bioscience, Amsterdam University Medical Centers, European Commission, Universiteit Leiden, Rijksuniversiteit Groningen, ZonMw, Nederlandse Organisatie voor Wetenschappelijk Onderzoek, GGZ inGeest, Rivierduinen, GGZ Friesland, GGZ Drenthe, Leids Universitair Medisch Centrum, Universitair Medisch Centrum Groningen
Openalex Percentile: Top 12%
Digital Mental Health Interventions
1.54
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Using Smartphone-Tracked Behavioral Markers to Recognize Depression and Anxiety Symptoms: Cross-Sectional Digital Phenotyping Study — Raj Jagesar, George Aalbers, et al. · JMIR Mental Health (2025) | TGRS Research Map | TGRS