Mahalanobis Metric-based Oversampling Technique for Parkinson’s Disease Severity Assessment using Spatiotemporal Gait Parameters
Aishwarya Balakrishnan, Jeevan Medikonda, Pramod K. Namboothiri, Manikandan Natarajan
Topics & Concepts
OversamplingMahalanobis distanceGeneralizability theoryArtificial intelligenceComputer scienceMetric (unit)Random forestSample size determinationResamplingPattern recognition (psychology)Wilcoxon signed-rank testMachine learningStatisticsMathematicsMann–Whitney U testComputer networkEconomicsOperations managementBandwidth (computing)Parkinson's Disease Mechanisms and TreatmentsDiabetic Foot Ulcer Assessment and ManagementGait Recognition and Analysis