Discriminating Between Patients With Parkinson's and Neurological Diseases Using Cepstral Analysis - Benba, Achraf; Jilbab, Abdelilah; Hammouch, Ahmed (IEEE transactions on neural systems and rehabilitation engineering, 2016)
Keywords: Adult; Cepstral analysis; Diagnosis, Computer-Assisted - methods; Diagnosis, Differential; Discriminant Analysis; Diseases; Feature extraction; Female; Fourier Analysis; Humans; Male; Mel frequency cepstral coefficient; Mel frequency cepstral coefficients (MFCC); Middle Aged; Nervous System Diseases - complications; Nervous System Diseases - diagnosis; neurological disorders; Parkinson Disease - complications; Parkinson Disease - diagnosis; Parkinson's disease; perceptual linear prediction (PLP); ReAlitive SpecTrAl PLP (RASTA-PLP); Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Sound Spectrography - methods; Speech; Speech Disorders - diagnostic imaging; Speech Disorders - etiology; supervised learning; Support vector machines