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A frequency-spatial dual perception network for efficient and accurate medical image segmentation

Abstract The acquisition mechanism of medical images differs from that of natural images, consequently enabling frequency-domain information to reveal deeper-level pathological features in medical image analysis. However, extracting the significant pathological features from diverse frequency domain...

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Principais autores: Daxin Chen, Jiahua Wu, Xu-Yao Zhang, Da-Han Wang
Format: Artigo
Jezik:Inglês
Izdano: Nature Portfolio 2026-02-01
Serija:Scientific Reports
Online dostop:https://doi.org/10.1038/s41598-026-38093-7
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