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M. Woźniak

1 paper indexed here

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Review Open access Sep 2026

DIGITAL PHENOTYPING AS A NOVEL CLINICAL BIOMARKER: ASSESSING THE DIAGNOSTIC EFFICACY, ARTIFICIAL INTELLIGENCE INTEGRATION, AND SOCIO-ETHICAL IMPLICATIONS IN PSYCHIATRIC CARE

Modern psychiatry relies heavily on subjective clinical assessments and patient reports, which often limits diagnostic accuracy. Digital phenotyping, defined as the collection of objective, continuous behavioural data using smartphones and wearables, is emerging as a promising source of novel clinical biomarkers. This...

J. Szymkowiak, M. Woźniak, Karolina Reczka et al. · 0 citations

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