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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ammar A. Hasan

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Open access Oct 2026

A modified dual-task DenseNet121 with Grad-CAM interpretability for brain tumor classification from MRI

Modified DenseNet121 (Dual-Task framework built on a modified DenseNet121 with a custom regularization stack) is introduced to detect abnormalities and identify three tumor types in a single architecture and offers reproducible, interpretable, and research prototype foundation for future clinical translation of neuro-o...

Yasir Hussein Shakir, Ammar A. Hasan, A. Y. Al-Yasiri et al. · 0 citations

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