Spectral analysis and Bi-LSTM deep network-based approach in detection of mild cognitive impairment from electroencephalography signals - Said, Afrah; Göker, Hanife (Cognitive neurodynamics, 2024)
Keywords: Accuracy; Algorithms; Alzheimer's disease; Artificial Intelligence; Biochemistry; Biomedical and Life Sciences; Biomedicine; Cognitive ability; Cognitive Psychology; Computer Science; Correlation coefficients; Data augmentation; Datasets; Decision trees; Deep learning; Dementia; Diagnosis; Disease; EEG; Electroencephalography; Human error; Impairment; Learning algorithms; Machine learning; Matrices (mathematics); Medical imaging; Memory; Neurodegenerative diseases; Neuroimaging; Neuropsychology; Neurosciences; Patients; Performance evaluation; Power spectral density; Principal components analysis; Research Article; Signal processing; Spectrum analysis; Support vector machines; Tomography; Deep learning; Signal processing; Mild cognitive impairment; EEG; Spectral analysis