Sagaya Aurelia P

Unimodal vs. Multimodal Data in Early-Onset Parkinson’s Disease: A Comparative Machine Learning Study

Early-onset Parkinson’s disease  presents subtle and overlapping motor and non-motor symptoms, making early diagnosis challenging. This study compares unimodal and multimodal machine learning  frameworks for EOPD detection using the UCI Parkinson’s voice dataset. Four supervised algorithms Random Forest, Support Vector...