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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hui Zhang

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Sep 2026

FedSAM-3D: Adapter-Constrained Federated Adaptation for Transferable Medical Segmentation Foundation Models.

OBJECTIVE Transferring large-scale medical foundation models to specific clinical tasks remains challenging, particularly in multi-center scenarios with heterogeneous data distributions and privacy constraints. Existing adaptation strategies provide limited solutions for collaboratively adapting foundation models acros...

Xin-Ran Wu, Ren-Cheng Zheng, Yu-Xiang Dai et al. · 0 citations
Preprint Jul 2026

APHABAMAS: An analytical phantom-based scheme for assessing the accuracy of high-resolution 3D MRI motion-artifact simulations

A digital phantom whose representations in both the image and Fourier domains can be expressed analytically under arbitrary rigid-body transformations allows the accuracy-based ranking of existing simulation algorithms to be established, thereby enabling informed selection of the most suitable algorithm for synthesizin...

Tianqi Wu, Hui Zhang · 0 citations

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