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Exploring Frequency Band-Based Biomarkers of EEG Signals for Mild Cognitive Impairment Detection

Mild Cognitive Impairment (MCI) is often considered a precursor to Alzheimer’s disease (AD), with a high likelihood of progression. Accurate and timely diagnosis of MCI is essential for halting the progression of AD and other forms of dementia. Electroencephalography (EEG) is the prevalent me...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Md. Nurul Ahad Tawhid, Siuly Siuly, Enamul Kabir, Yan Li
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2024-01-01
Schriftenreihe:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Schlagworte:
CNN
deep learning
electroencephalogram (EEG)
frequency sub-band
mild cognitive impairment (MCI)
spectrogram
Online-Zugang:https://ieeexplore.ieee.org/document/10373947/
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