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cs.CV2026
CarveMix-RC: Addressing Rare-Class Imbalance Through Lesion-Aware Synthetic Augmentation for Brain Metastasis Segmentation
Md Shibly Sadique, Md Fayaz Bin Hossen, Michael L. Evans +4
Accurate segmentation of post-treatment brain metastases is essential for treatment planning, longitudinal disease monitoring, and quantitative assessment of therapeutic response.…
cs.CV2026
CoMNet: A MedNeXt-CorrDiff Framework for Multi-Site Brain Tumor Segmentation
Michael L. Evans, MD Fayaz Bin Hossen, MD Shibly Sadique +2
Accurate brain tumor segmentation from multiparametric magnetic resonance imaging (MRI) is critical for treatment planning, response assessment, and neuro-oncology research. Howeve…