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GFPP-MAE: gradient-guided frequency reconstruction and position predictions advance MAE for 3D CT image segmentation | Synapse
March 3, 2026
GFPP-MAE: gradient-guided frequency reconstruction and position predictions advance MAE for 3D CT image segmentation
YP
Yuping Peng
XW
Xing Wu
Chongqing University
XX
Xing Xiao
Chongqing University
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Key Points
Image segmentation improved significantly, achieving enhanced accuracy.
The technique involved 3D CT images and gradient-guided frequency reconstruction methods.
Assessment utilized novel algorithms to refine segmenting features and positions in images.
Highlights the potential for more precise imaging techniques in clinical settings.
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Peng et al. (Tue,) studied this question.
synapsesocial.com/papers/69a760d3c6e9836116a2df29
https://doi.org/https://doi.org/10.1007/s00530-025-02197-3