PIF-Net: A parallel interweave fusion network for knee joint segmentation

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Jieneng Chen, Yongyi Lu, Qihang Yu et al. · arXiv (Cornell University) · 2021 · 3.8K citations · Full text

Computing, Computer Science, Health Informatics +15

SegFormer: Simple and Efficient Design for Semantic Segmentation with\n Transformers

Enze Xie, Wenhai Wang, Zhiding Yu et al. · arXiv (Cornell University) · 2021 · 3.3K citations · Full text

Computing, Computer Science, Computer Vision +14

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

IEEE Transactions on Medical Imaging · 2019 · 2.2K citations · Full text

Computing, Biomedical Engineering, Computer Science +15

MemNet: A Persistent Memory Network for Image Restoration

Ying Tai, Jian Yang, Xiaoming Liu et al. · 2017 · 1.9K citations

Computing, Computer Science, Computer Vision +8

nnU-Net: Self-adapting Framework for U-Net-Based Medical Image\n Segmentation

Fabian Isensee, Jens Petersen, André Klein et al. · arXiv (Cornell University) · 2018 · 390 citations · Full text

Computing, Biomedical Engineering, Computer Science +14