Open access
Sep 2026
Smartphone-Based Multimodal Digital Biomarker Integration for Parkinson’s Disease Screening and Diagnostic Support
Timely identification of Parkinson’s disease (PD) is often delayed because of clinical heterogeneity and limited awareness of early symptoms. Digital biomarkers obtained via smartphones offer scalable screening potential. However, unimodal assessments may lack sufficient sensitivity or specificity given the multidimens...
Kyungsung Lee, Han-Joon Kim, J. Shin et al.
· Neurological Therapeutics · 0 citations