A machine learning-based classification approach on Parkinson’s disease diffusion tensor imaging datasets

摘要

ROCs for (I) FA (red), MD (black), RD (blue), and AD (grey) each as a single modality (bSVM) and (II) as concatenated modalities (MKL). Based on our results, the ROCs are indicating no substantial diagnostic value. Further, the concatenation of DTI modalities yields no additional information for this classification problem