A New dispersion entropy and fuzzy logic system methodology for automated classification of dementia stages using electroencephalograms - Amezquita-Sanchez, Juan P.; Mammone, Nadia; Morabito, Francesco C.; Adeli, Hojjat (Clinical neurology and neurosurgery, 2021)
Keywords: Accuracy; Age; Alzheimer's disease; Automation; Brain research; Classification; Cognitive ability; Dementia; Dementia disorders; Differential diagnosis; Discrete wavelet transform; EEG; Electroencephalograms; Electroencephalography; Entropy; Fourier transforms; Fuzzy logic; Methods; Mild cognitive impairment; Neural networks; Neurodegenerative diseases; Neurology; Neurosurgery; Pattern recognition; Sensors; Signal processing; Support vector machines; Wavelet transforms; Fuzzy logic; Discrete wavelet transform; Alzheimer’s disease; Electroencephalograms; Mild cognitive impairment