Author

Salleh Sonko

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Aug 2026

EEG Time–Frequency Image Encoding with Convolutional Networks for Alzheimer’s and FTD Classification

This study presents a deep learning framework that leverages EEG-derived time–frequency images and convolutional neural networks (CNNs) for robust, non-invasive classification of dementia subtypes, and consistently outperforms all baseline methods across accuracy, precision, recall, and F1-score.

Salleh Sonko, Gahangir Hossain, Wael Korani · Brazilian journal of physics · 1 citation