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Author

Ahmed Azzawi

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Open access Aug 2026

Enhanced Alzheimer’s Disease Detection Using Transformer-Based GAN and Deep Learning Techniques

Early detection of Alzheimer’s Disease (AD) is essential for timely clinical intervention. However, conventional Magnetic Resonance Imaging-based (MRI-based) diagnostic approaches are often limited by class imbalance, insufficient training data, inter-dataset variability, and inadequate feature extraction capability, w...

Ibrahim Mohammed Madhat, Farhan Mohamed, Omar Albebashy et al. · 0 citations
Jul 2026

Dual Reservoir-based Deep Learning Architecture for High-Resolution Solar Irradiance Prediction

Although the proposed dual-reservoir architecture consistently achieved the best overall forecasting performance, the improvement over the Single Reservoir–CNN–LSTM variant was not statistically significant at [Formula: see text], indicating that the second reservoir provides a moderate but consistent enhancement rathe...

Ibrahem Mohammed Madhat, Omar Alhebashi, Ahmed Azzawi et al. · 0 citations

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