Search Results for: Voice

Pilot Study Employing a Machine Learning Approach as a Potential Method for Predicting Parkinson’s Disease Using Voice as a Digital Biomarker and the SHAP Approach for Feature Engineering.

Pilot Study Employing a Machine Learning Approach as a Potential Method for Predicting Parkinson’s Disease Using Voice as a Digital Biomarker and the SHAP Approach for Feature Engineering.

Parkinson's Disease Literature
Publication date: Aug 13, 2026 Introduction: Voice-based digital biomarkers have emerged as a promising approach for distinguishing individuals with neurodegenerative disorders, particularly Parkinson’s disease (PD), from healthy subjects (HS). With ... Read more