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Author

W. Al-Arashi

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Open access Aug 2026

An adaptive hierarchical class-aware deep ensemble strategy for robust brain tumor classification

A validation-driven adaptive hierarchical class-aware ensemble that treats VGG19 and Darknet53 as complementary experts that achieves the strongest benchmark while preserving a transparent, auditable, and leakage-free decision pathway is proposed.

Motea Alsamawi, Fatima Ali Amer Jid Almahri, W. Al-Arashi et al. · 0 citations

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