nnFormer : Volumetric Medical Image Segmentation via a 3D Transformer

Transformer, the model of choice for natural language processing, has drawn scant attention from the medical imaging community. Given the ability to exploit long-term dependencies, transformers are promising to help atypical convolutional neural networks to learn more contextualized visual represent...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 13., Seite 4036-4045
1. Verfasser: Zhou, Hong-Yu (VerfasserIn)
Weitere Verfasser: Guo, Jiansen, Zhang, Yinghao, Han, Xiaoguang, Yu, Lequan, Wang, Liansheng, Yu, Yizhou
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article