AI RESEARCH
Diffusion-Based Feature Denoising and Using NNMF for Robust Brain Tumor Classification
arXiv CS.CV
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ArXi:2603.13182v1 Announce Type: new Brain tumor classification from magnetic resonance imaging, which is also known as MRI, plays a sensitive role in computer-assisted diagnosis systems. In recent years, deep learning models have achieved high classification accuracy. However, their sensitivity to adversarial perturbations has become an important reliability concern in medical applications.