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Author

M. Woźniak

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2 papers indexed here

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Review Open access Aug 2026

DIGITAL HEAT-HEALTH EARLY WARNING SYSTEMS FOR OLDER ADULTS: CLINICAL EVIDENCE, HEALTH EQUITY, AND PUBLIC POLICY IMPLICATIONS OF PERSONALIZED CLIMATE-HEALTH TECHNOLOGIES

Extreme heat poses an increasingly serious threat to public health, particularly among older adults, for whom age-related impairment of thermoregulation, chronic diseases, polypharmacy, social isolation, energy poverty, and poor housing conditions increase the risk of heat-related morbidity and mortality. The aim of th...

M. Woźniak, Z. Zalewska, J. Szymkowiak et al. · 0 citations
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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