Improved U-Net with Multi-scale Cross Connection and Dilated Convolution for Brain Tumor Segmentation

机译：具有多尺度交叉连接和扩张卷积的改进U-Net用于脑肿瘤分割

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来源
《International Conference on Medical Imaging Physics and Engineering》|2019年|1-5|共5页
会议地点 Shenzhen(CN)
作者
Maodan Zhang; Guocai Liu; Juanxiu Tina; Yanfei Liu;
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作者单位

Hunan University College of Electrical and Information Engineering Changsha China;

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关键词
brain tumor segmentation; dense connection; dilated convolution; U-net;

机译：脑肿瘤分割;密集连接;膨胀卷积网络;

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专利

1. 结合多尺度特征融合的扩张残差U-Net分割网络在视网膜自动分层中的应用 [J] . 梁姗姗, 曾鸿为, 何杰, 眼科学报（英文版） . 2021,第001期
2. Multi-Scale 3D U-Nets: An approach to automatic segmentation of brain tumor [J] . Peng Suting, Chen Wei, Sun Jiawei, International journal of imaging systems and technology . 2020,第1期

机译：多尺度3D U-Net：自动分割脑肿瘤的方法
3. DCU-Net: Multi-scale U-Net for brain tumor segmentation [J] . Yang Tiejun, Zhou Yudan, Li Lei, Journal of X-ray science and technology . 2020,第4期

机译：DCU-Net：脑肿瘤细分的多尺度U-Net
4. Segmentation of Brain Tumor Tissues in HGG and LGG MR Images Using 3D U-net Convolutional Neural Network [J] . Poornachandra Sandur, C. Naveena, V.N. Manjunath Aradhya, International journal of natural computing research . 2018,第2期

机译：使用3D U-net卷积神经网络对HGG和LGG MR图像中的脑肿瘤组织进行分割
5. Improved U-Net with Multi-scale Cross Connection and Dilated Convolution for Brain Tumor Segmentation [C] . Maodan Zhang, Guocai Liu, Juanxiu Tina, International Conference on Medical Imaging Physics and Engineering . 2019

机译：改进U-Net，具有多尺度交叉连接并扩张脑肿瘤细分的卷积
6. Improving the Generalizability of Convolutional Neural Networks for Brain Tumor Segmentation in the Post-Treatment Setting [D] . Ellison, Jacob. 2020

机译：治疗后环境中脑肿瘤细分卷积神经网络的普遍性
7. Optic Disc Segmentation Using Attention-Based U-Net and the Improved Cross-Entropy Convolutional Neural Network [O] . Baixin Jin, Pingping Liu, Peng Wang, 2020

机译：光盘分割使用基于注意的U-Net和改进的交叉熵卷积神经网络
8. Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks [O] . Dong, Hao, Yang, Guang, Liu, Fangde, 2017

机译：基于U-Net的全脑肿瘤自动检测与分割卷积网络

Improved U-Net with Multi-scale Cross Connection and Dilated Convolution for Brain Tumor Segmentation

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