FocalTransNet : A Hybrid Focal-Enhanced Transformer Network for Medical Image Segmentation

CNNs have demonstrated superior performance in medical image segmentation. To overcome the limitation of only using local receptive field, previous work has attempted to integrate Transformers into convolutional network components such as encoders, decoders, or skip connections. However, these metho...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 34(2025) vom: 30., Seite 5614-5627
Auteur principal: Liao, Miao (Auteur)
Autres auteurs: Yang, Ruixin, Zhao, Yuqian, Liang, Wei, Yuan, Junsong
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article