Topological Descriptors for Parkinson’s Disease Classification and Regression Analysis
Topological Descriptors for Parkinson’s Disease Classification and Regression Analysis
At present, the vast majority of human subjects with neurological disease are still diagnosed through in-person assessments and qualitative analysis of patient data. In this paper, we propose to use Topological Data Analysis (TDA) together with machine learning tools to automate the process of Parkinson's disease classification and severity assessment. …