Concepedia

Transformer-based 3D U-Net for pulmonary vessel segmentation and artery-vein separation from CT images

Yanan Wu, Shouliang Qi, Meihuan Wang, Shuiqing Zhao, Haowen Pang, Jiaxuan Xu, Long Bai, Hongliang Ren

Medical & Biological Engineering & Computing · 2023 · 34 citations · 32 references

DOI

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32

Deep Residual Learning for Image Recognition

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

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Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations

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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods · 2020 · 8.6K citations · Full text

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Contextual Transformer Networks for Visual Recognition

Yehao Li, Ting Yao, Yingwei Pan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 701 citations

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FAT-Net: Feature adaptive transformers for automated skin lesion segmentation

Huisi Wu, Shihuai Chen, Guilian Chen et al. · Medical Image Analysis · 2021 · 555 citations

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