Wiput Thirapanish

Parkinson's disease classification from voice analysis using machine learning

Parkinson's disease (PD) diagnosis is often challenging, leading to delayed treatment and reduced patient quality of life. This study investigates the use of machine learning, specifically Support Vector Machine (SVM), in early PD detection through dysphonia measurements via phonatory voice analysis. Two feature select...