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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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 34(2025) vom: 30., Seite 5614-5627
1. Verfasser:	Liao, Miao (VerfasserIn)
Weitere Verfasser:	Yang, Ruixin, Zhao, Yuqian, Liang, Wei, Yuan, Junsong
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2025
Zugriff auf das übergeordnete Werk:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:	Journal Article