Article

GUDA-Net: An End-to-End Domain Adaptation Network for Multi-Modal MRI Segmentation

2025-12-29

Abstract excerpt

<title>Abstract</title> <p>Accurate segmentation of multimodal MRI is essential for brain tumor diagnosis, yet remains hindered by domain shifts across imaging modalities and the scarcity of labeled data. We introduce GUDA-Net, a novel end-to-end framework that performs task-driven unsupervised cross-modality adaptation via segmentation-guided generative learning. Unlike traditional CycleGAN-based pipelines that...

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Literature Corpus work: 4d4b9c0c-4116-53ed-a6b4-371f60af54fc
DOI: 10.21203/rs.3.rs-7767527/v1

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