Iterative Filtering Decomposition Based Early Dementia Diagnosis Using EEG With Cognitive Tests - Sharma, Neelam; Kolekar, Maheshkumar H.; Jha, Kamlesh (IEEE transactions on neural systems and rehabilitation engineering, 2020)
Keywords: Algorithms; Classifiers; Cognitive ability; Cognitive tasks; continuous performance test; Decision trees; Decomposition; Dementia; dementia diagnosis; Dementia disorders; Diagnosis; Diagnostic systems; Early dementia; EEG; Electroencephalography; Entropy; Feature extraction; Filtration; finger tapping test; Fractal geometry; Fractals; iterative filtering decomposition; Iterative methods; Life expectancy; Life span; Medical diagnosis; Motor task performance; Performance tests; Power spectral density; Signal processing; Support vector machines; Wavelet transforms