Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
The U-Net was presented in 2015. With its straight-forward and successful architecture it quickly evolved to a commonly used benchmark in medical image segmentation. The adaptation of the U-Net to novel problems, however, comprises several degrees of freedom regarding the exact architecture, preprocessing, training and inference.
- 1.Isensee F, Petersen J, Klein A, et al. nnU-Net: self-adapting framework for U-Netbased medical image segmentation. arXiv:180910486. 2018;.