Author

Lei Xu

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#graph neural networks Sep 2026

SAFM-Net: a dual-branch CNN–GNN network with synergistic attention and frequency-domain modulation for ultrasound thyroid nodule segmentation

SA-Net, a dual-branch CNN–GNN Network that integrates synergistic attention and frequency-domain modulation, provides accurate and robust segmentation performance under challenging ultrasound imaging conditions.

Xi-Cheng Fu, Jing-Yao Lei, Qiang Wang et al. · Journal of Electronic Imagin... · 0 citations