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Michael L. Evans

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#artificial intelligence Preprint Sep 2026

CarveMix-RC: Addressing Rare-Class Imbalance Through Lesion-Aware Synthetic Augmentation for Brain Metastasis Segmentation

Experimental results show that integrating RC-aware optimization, anatomically consistent augmentation, and lesion-aware post-processing provides an effective strategy for improving rare resection cavity segmentation in post-treatment brain metastases.

M. S. Sadique, Md Fayaz Bin Hossen, Michael L. Evans et al. · 0 citations

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