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Author

Shoffan Saifullah

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Aug 2026

A hybrid Wavelet–EfficientNetV2–Vision transformer framework for multiclass brain tumor MRI classification

A hybrid Wavelet–EfficientNetV2–Vision Transformer (ViT) framework that integrates multi-resolution frequency enhancement, hierarchical spatial encoding, and global dependency modeling into a unified representation offers a promising direction for developing reliable and high-performance computer-aided diagnosis system...

Oussama Abda, Hilal Naimi, Mohammed Bourennane et al. · 0 citations

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