Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease - Tsanas, Athanasios; Little, Max A.; McSharry, Patrick E.; Spielman, Jennifer; Ramig, Lorraine O. (IEEE transactions on biomedical engineering, 2012)
Keywords: Aged; Aged, 80 and over; Applied sciences; Biological and medical sciences; Case-Control Studies; Classification algorithms; Decision support tool; Decision Trees; Degenerative and inherited degenerative diseases of the nervous system. Leukodystrophies. Prion diseases; Dysphonia - classification; Dysphonia - physiopathology; Entropy; Exact sciences and technology; feature selection (FS); Female; Frequency measurement; Humans; Information, signal and communications theory; Male; Medical sciences; Mel frequency cepstral coefficient; Middle Aged; Nervous system (semeiology, syndromes); Nervous system as a whole; Neurology; Noise; Noise measurement; Nonlinear Dynamics; nonlinear speech signal processing; Parkinson Disease - classification; Parkinson Disease - diagnosis; Parkinson Disease - physiopathology; Parkinson's disease (PD); random forests (RF); Signal processing; Signal Processing, Computer-Assisted; Speech; Speech processing; Support Vector Machine; support vector machines (SVM); Telecommunications and information theory; Nervous system diseases; Automatic classification; support vector machines (SVM); Decision support system; High precision; Parkinson's disease (PD); feature selection (FS); Parkinson disease; Support vector machine; Signal classification; Decision support tool; Cerebral disorder; random forests (RF); Algorithm performance; Central nervous system disease; Signal processing; Degenerative disease; nonlinear speech signal processing; Non linear processing; Speech processing; Extrapyramidal syndrome; Biomedical engineering