Z
Zheng You
Researcher at Tsinghua University
Publications - 11
Citations - 752
Zheng You is an academic researcher from Tsinghua University. The author has contributed to research in topics: Segmentation & Image segmentation. The author has an hindex of 6, co-authored 10 publications receiving 359 citations. Previous affiliations of Zheng You include Xidian University.
Papers
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Journal ArticleDOI
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system.
Bo Wang,Shuo Jin,Qingsen Yan,Haibo Xu,Chuan Luo,Lai Wei,Wei Zhao,Hou Xuexue,Wenshuo Ma,Zhengqing Xu,Zhuozhao Zheng,Wenbo Sun,Lan Lan,Wei Zhang,Xiangdong Mu,Chenxi Shi,Zhong-Xiao Wang,Jihae Lee,Zijian Jin,Minggui Lin,Jin Hongbo,Liang Zhang,Jun Guo,Benqi Zhao,Zhizhong Ren,Shuhao Wang,Wei Xu,Xinghuan Wang,Jianming Wang,Jianming Wang,Zheng You,Jiahong Dong +31 more
TL;DR: An AI system that automatically analyzes CT images and provides the probability of infection to rapidly detect COVID-19 pneumonia and is able to overcome a series of challenges in this particular situation and deploy the system in four weeks.
Posted ContentDOI
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system in four weeks
Shuo Jin,Bo Wang,Haibo Xu,Chuan Luo,Lai Wei,Wei Zhao,Hou Xuexue,Wenshuo Ma,Zhengqing Xu,Zhuozhao Zheng,Wenbo Sun,Lan Lan,Zhang Wei,Xiangdong Mu,Chenxi Shi,Zhong-Xiao Wang,Jihae Lee,Zijian Jin,Minggui Lin,Jin Hongbo,Liang Zhang,Jun Guo,Benqi Zhao,Zhizhong Ren,Shuhao Wang,Zheng You,Jiahong Dong,Xinghuan Wang,Jianming Wang,Jianming Wang,Wei Xu +30 more
TL;DR: An AI system that automatically analyzes CT images to detect COVID-19 pneumonia features and was able to overcome a series of challenges in this particular situation and deploy the system in four weeks.
Posted Content
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution
Qingsen Yan,Wang Bo,Dong Gong,Chuan Luo,Wei Zhao,Shen Jianhu,Qinfeng Shi,Shuo Jin,Liang Zhang,Zheng You +9 more
TL;DR: Inspired by the observation that the boundary of the infected lung can be enhanced by adjusting the global intensity, in the proposed deep CNN, a feature variation block is introduced which adaptively adjusts the global properties of the features for segmenting COVID-19 infection.
Journal ArticleDOI
COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations
Qingsen Yan,Bo Wang,Dong Gong,Chuan Luo,Wei Zhao,Shen Jianhu,Jingyang Ai,Qinfeng Shi,Yanning Zhang,Shuo Jin,Liang Zhang,Zheng You +11 more
TL;DR: Wang et al. as mentioned in this paper proposed a new deep convolutional neural network tailored for segmenting the chest CT images with COVID-19 infections, which can enhance the capability of feature representation effectively and adaptively for diverse cases.
Journal ArticleDOI
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation
Qingsen Yan,Bo Wang,Wei Zhang,Chuan Luo,Wei Xu,Zhengqing Xu,Yanning Zhang,Qinfeng Shi,Liang Zhang,Zheng You +9 more
TL;DR: A novel deep neural network for liver vessel segmentation, called LVSNet, is proposed, which employs special designs to obtain the accurate structure of the liver vessel and a series of ablation studies are conducted that comprehensively support the superiority of the underlying concepts.