Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders - Subasi, Abdulhamit (Computers in biology and medicine, 2013)
Keywords: Action Potentials; Adolescent; Adult; Algorithms; Child; Classification; Discrete wavelet transform (DWT); electromyography; Electromyography (EMG); Electromyography - instrumentation; Electromyography - methods; Female; Humans; Internal Medicine; k-Nearest neigbour (k-NN); Male; Middle Aged; Motor unit action potentials (MUAPs); Muscular Diseases - diagnosis; Muscular Diseases - physiopathology; Muscular system; Neural networks; neuromuscular disorders; Other; Parameter selection; Particle swarm optimization (PSO); Peripheral Nervous System Diseases - diagnosis; Peripheral Nervous System Diseases - physiopathology; Radial basis function networks (RBFN); Reproducibility of Results; Signal processing; Studies; Support Vector Machine; Support vector machine (SVM); support vector machines; wavelet; Wavelet Analysis; Discrete wavelet transform (DWT); Support vector machine (SVM); Electromyography (EMG); Particle swarm optimization (PSO); Motor unit action potentials (MUAPs); Radial basis function networks (RBFN); k-Nearest neigbour (k-NN); Parameter selection