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class imbalance 1data augmentation 1diffusion models 1medical image classification 1saliency maps 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

MedDiffuseMix: Preserving Diagnostic Evidence with Saliency-Aware Diffusion Medical Image Data Augmentation

Teerath Kumar, Raja Vavekanand, Muhammad Turab

The paper introduces MedDiffuseMix, a saliency‑aware diffusion‑based augmentation method that mixes low‑importance regions of medical images while preserving diagnostically importa…