Author

Jin Wang

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Open access Aug 2026

TransCat: a hybrid CNN-transformer network with KAN for medical image segmentation

TransCat, a hybrid CNN-Transformer architecture for medical image segmentation, is proposed and an extended deformable attention mechanism with attentive value identification is developed, to control the computational burden caused by the enlarged token set.

Jin Wang, Zheng-Hua Yang, Dong-Ming Zhou et al. · Frontiers in Bioinformatics · 0 citations