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Author

Sa.I. Ibrahim

3 papers indexed here

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Open access Sep 2026

A hybrid deep learning algorithm for ECG-based heart disease classification

Automated electrocardiogram (ECG) classification for heart disease detection encounters significant challenges, such as patient variability, inter-patient differences in heart signals, and data leakage when information from the same patient is present in both training and test sets. To mitigate these challenges, a Hybr...

Sa.I. Ibrahim · 0 citations
Open access Sep 2026

Leakage-Controlled Evaluation of Handcrafted-Deep Feature Fusion and Confidence Stacking for Four-Class Skin Lesion Classification

The results confirm that combining feature-level and decision-level knowledge significantly improves skin lesion discrimination and offers a practical computer-aided diagnostic solution for intelligent dermatology screening.

M. A. Belal, M. El-Gazzar, BenBella S. Tawfik et al. · 0 citations

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