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most citedAugmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification

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cs.CV2026

Unified Multi-Site Multi-Sequence Brain MRI Harmonization Enriched by Biomedical Semantic Style

Mengqi Wu, Yongheng Sun, Qianqian Wang +2

Aggregating multi-site brain MRI data can enhance deep learning model training, but also introduces non-biological heterogeneity caused by site-specific variations (e.g., differenc…