DPCFN: Dual path cross fusion network for medical image segmentation

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Shen Jiang, Jinjiang Li, Zhen Hua

Published: 2022, Last Modified: 01 Aug 2025Eng. Appl. Artif. Intell. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Channel-wise Cross Fusion Transformer; Channel-wise Cross Attention.•Faster convergence and higher robustness in the extraction of both low-level and high-level features.•Solving the semantic gap between the encoder and the decoder.•Fuse the two networks via CRFB to fully exploit the advantages of both networks.