A hybrid deep transfer learning-based approach for Parkinson's disease classification in surface electromyography signals
Khosro Rezaee, Somayeh Savarkar, Xiaofeng Yu, Jingyu Zhang
Topics & Concepts
Artificial intelligenceDiscriminative modelSupport vector machineComputer sciencePattern recognition (psychology)Transfer of learningDeep learningRobustness (evolution)ElectromyographyFeature selectionReceiver operating characteristicFeature extractionRadial basis function kernelMachine learningKernel methodMedicinePhysical medicine and rehabilitationChemistryBiochemistryGeneMuscle activation and electromyography studiesAdvanced Sensor and Energy Harvesting MaterialsParkinson's Disease Mechanisms and Treatments