Use of machine learning method on automatic classification of motor subtype of Parkinson's disease based on multilevel indices of rs-fMRI
Huize Pang, Ziyang Yu, Hongmei Yu, Jibin Cao, YingMei Li, Miaoran Guo, Chenghao Cao, Guoguang Fan
Topics & Concepts
Support vector machineArtificial intelligenceCross-validationFunctional magnetic resonance imagingPattern recognition (psychology)Lasso (programming language)VoxelFeature selectionCorrelationReceiver operating characteristicRank correlationMachine learningComputer scienceMathematicsPsychologyNeuroscienceWorld Wide WebGeometryNeurological disorders and treatmentsFunctional Brain Connectivity StudiesParkinson's Disease Mechanisms and Treatments