Article
Variability in self-reported depression symptomology and associated behavioral markers in digital phenotyping.
Scientific reports - 16 Apr 2026
Ikäheimonen Arsi, Luong Nguyen, Baryshnikov Ilya, John Ti, Martikkala Annasofia, Isometsä Erkki, Aledavood Talayeh
Abstract excerpt
Digital phenotyping studies using smartphone-sensed data have identified several behavioral markers associated with depression. However, the generalizability of these markers is constrained by multiple factors, including variability in depressive symptoms and associated behaviors, both between and within individuals over time. This study explores variability in depression symptoms and associated behaviors using...
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