A Novel CNN-Based Framework for Alzheimer’s Disease Detection Using EEG Spectrogram Representations - Stefanou, Konstantinos; Tzimourta, Katerina D.; Bellos, Christos; Stergios, Georgios; Markoglou, Konstantinos; Gionanidis, Emmanouil; Tsipouras, Markos G.; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Miltiadous, Andreas (Journal of personalized medicine, 2025)
Keywords: Advertising executives; Alzheimer's disease; Artificial intelligence; Biomarkers; Brain research; Classification; Cognitive ability; Deep learning; Dementia; Dementia disorders; Development and progression; Disease; Diseases; EEG; Electroencephalography; Fourier transforms; Frontotemporal dementia; Greece; Machine learning; Magnetic resonance imaging; Memory; Neural networks; Neurodegeneration; Neurodegenerative diseases; Neurophysiology; Older people; Patients; Signal processing; Tomography; Wavelet transforms; Greece; deep learning; spectogram; CNN; Alzheimer’s disease; FFT; EEG; frontotemporal dementia