Big Model and Small Model : Remote modeling and local information extraction module for medical image segmentation

Author:

Xu Lianghui,Wang LiejunORCID,Li Yongming,Du Anyu

Publisher

Elsevier BV

Subject

Software

Reference43 articles.

1. Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton, Imagenet classification with deep convolutional neural networks, in: Advances in Neural Information Processing Systems, Vol. 25, 2012, pp. 1097–1105.

2. Jonathan Long, Evan Shelhamer, Trevor Darrell, Fully convolutional networks for semantic segmentation, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015, pp. 3431–3440.

3. nnU-Net: A self-configuring method for deep learning-based biomedical image segmentation;Isensee;Nat. Methods,2021

4. RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans;Jin;Front. Bioeng. Biotechnol.,2020

5. Olaf Ronneberger, Philipp Fischer, Thomas Brox, U-net: Convolutional networks for biomedical image segmentation, in: International Conference on Medical Image Computing and Computer-Assisted Intervention, 2015, pp. 234–241.

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