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Author

Ebtesam N. Alshemmary

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Oct 2026

CNN-Based Approach for the Classification of Hypertrophic Cardiomyopathy

Cardiovascular Magnetic Resonance (CMR) imaging plays a crucial role in diagnosing heart conditions, including cardiomyopathies. With the increasing use of deep learning in medical image analysis, these techniques have shown promising results in automatically interpreting CMR images, especially for conditions like hype...

Bushra K. Hilal, Ebtesam N. Alshemmary · 0 citations
Open access Jul 2026

Addressing Dataset Imbalance with Modified Generative Adversarial Networks

This paper introduces a modified Generative Adversarial Network (MGAN), which generates synthetic images of the minority class (128 × 128 × 3 pixels), thereby enhancing classifier resilience and surpasses conventional data balancing methods in medical imaging contexts.

Roaa Razaq, Ebtesam N. Alshemmary, Zhentai Lu · 0 citations

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