Diffusion-Enhanced Brain Tumor Classification Using Fast-DDPM and EfficientNet-B0 on MRI: A Controlled Comparative Evaluation of Baseline and Denoising-Enhanced Accuracy

D. Bhagavath Geetha1, B. Jaya Lakshmi Tulasi1, K. Virendra Kumar1, B. Naga Sumanth1 , K. Mani Deep1

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SJIF Impact Factor 8.659 | ISSN: 2582-3930

International Journal of Scientific Research in Engineering and Management

(Gateway to Global Scholars - An International, Scholarly, Multi-Disciplinary, Open Access Journal)

Peer-Reviewed Journal Designed to Meet UGC's Quality Parameters

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Diffusion-Enhanced Brain Tumor Classification Using Fast-DDPM and EfficientNet-B0 on MRI: A Controlled Comparative Evaluation of Baseline and Denoising-Enhanced Accuracy | IJSREM