Concepedia

SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentation

Xichu Zhang, Xichu Zhang, Xiaozhi Zhang, Xiaozhi Zhang, Lijun Ouyang, Chuanbo Qin, Xiao Lin, Dongping Xiong

Biomedical Signal Processing and Control · 2023 · 22 citations · 34 references

DOI

Concepts

References

34

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

, , +11

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9.9K citations

, , +16

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

, , +11

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

, , +17

Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

Zihang Dai, Zhilin Yang, Yiming Yang et al. · 2019 · 3.1K citations · Full text

, , +16