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Fairness in Mobile Phone–Based Mental Health Assessment Algorithms: Exploratory Study
We used a labeled data set from a previous study by Singh and Long [8], which explored the associations between call log data and mental health based on a 10-week field and laboratory study. The data set included phone-based behavioral data and self-reported mental health survey data. Phone-based data (eg, call volume, interaction dynamics, diversity in contacts, tie strength, and temporal rhythms) were collected through the app installed on each participant’s mobile phone.
JMIR Form Res 2022;6(6):e34366
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