Bioengineering

Toward Interpretable Voice-Based Parkinson's Disease Screening via Joint Transfer Function-Feature-Classifier-Ensemble Selection

Computational studyBiomarkers

Abstract

Parkinson's disease (PD) diagnosis relies on subjective clinical examination of motor signs that can be mild, intermittent, or absent early in the disease course, motivating objective, low-cost, non-invasive markers for earlier, more consistent detection.

The paper

Shanghai University of Traditional Chinese Medicine

Bioengineering, 6 Sep 2026, CC BY

doi.org/10.3390/bioengineering13091037PubMed 42791909