HorusEye: a self-supervised foundation model for generalizable X-ray tomography restoration.

Shaodong Cao

Yuetan Chu Longxi Zhou Gongning Luo Kai Kang Suyu Dong Zhongyi Han Lianming Wu Xianglin Meng Changchun Yang Xin Guo 0010 Yuan Cheng Yuan Qi 0001 Xin Liu Dexuan Xie Yue Li Ricardo Henao Xigang Xiao Shaodong Cao Gianluca Setti Zhaowen Qiu Xin Gao 0001 HorusEye: a self-supervised foundation model for generalizable X-ray tomography restoration. 2026 April 372-387 6 Nat. Comput. Sci. 4 https://doi.org/10.1038/s43588-026-00973-3 db/journals/ncs/ncs6.html#ChuZLKDHWMYGCQLXLHXCSQG26 streams/journals/ncs

Yuyang Zhang Gongning Luo Wei Wang 0169 Shaodong Cao Suyu Dong Daren Yu Xiaoyun Wang Kuanquan Wang BEA-CACE: branch-endpoint-aware double-DQN for coronary artery centerline extraction in CT angiography images. 2131-2143 2025 October 20 Int. J. Comput. Assist. Radiol. Surg. 10 https://doi.org/10.1007/s11548-025-03483-1 db/journals/cars/cars20.html#ZhangLWCDYWW25 streams/journals/cars

Yuyang Zhang Gongning Luo Wei Wang 0169 Shaodong Cao Suyu Dong Daren Yu Xiaoyun Wang Kuanquan Wang A continuous-action deep reinforcement learning-based agent for coronary artery centerline extraction in coronary CT angiography images. 1837-1847 2025 June 63 Medical Biol. Eng. Comput. 6 https://doi.org/10.1007/s11517-025-03284-3 db/journals/mbec/mbec63.html#ZhangLWCDYWW25 streams/journals/mbec

Yuetan Chu Gongning Luo Longxi Zhou Shaodong Cao Guolin Ma Xianglin Meng Juexiao Zhou Changchun Yang Dexuan Xie Ricardo Henao Xigang Xiao Lianming Wu Zhaowen Qiu Xin Gao 0001 Deep learning-driven pulmonary arteries and veins segmentation reveals demography-associated pulmonary vasculature anatomy. 2024 abs/2404.07671 CoRR https://doi.org/10.48550/arXiv.2404.07671 db/journals/corr/corr2404.html#abs-2404-07671

Chenxia Wan Liqun Fang Shaodong Cao Jiaji Luo Yijing Jiang Yuanxiao Wei Cancan Lv Weijian Si Research on classification algorithm of cerebral small vessel disease based on convolutional neural network. 3107-3114 2023 44 J. Intell. Fuzzy Syst. 2 https://doi.org/10.3233/JIFS-213212 db/journals/jifs/jifs44.html#WanFCLJWLS23

Liping Yang Xing Gao Chao Gao Shichuan Xu Shaodong Cao Dynamic evaluation of unruptured intracranial aneurysms by 4D-CT angiography: comparison with digital subtraction angiography (DSA) and surgical findings. 161 2022 December 23 BMC Bioinform. 1 https://doi.org/10.1186/s12880-023-01107-1 db/journals/bmcbi/bmcbi23.html#YangGGXC22

Gongning Luo Suyu Dong Wei Wang 0169 Kuanquan Wang Shaodong Cao Clara M. Tam Henggui Zhang Joanne Howey Pavlo Ohorodnyk Shuo Li 0001 Commensal correlation network between segmentation and direct area estimation for bi-ventricle quantification. 2020 59 Medical Image Anal. https://doi.org/10.1016/j.media.2019.101591 https://www.wikidata.org/entity/Q91195942 db/journals/mia/mia59.html#LuoDWWCTZHOL20

Suyu Dong Gongning Luo Clara M. Tam Wei Wang 0169 Kuanquan Wang Shaodong Cao Bo Chen 0013 Henggui Zhang Shuo Li 0001 Deep Atlas Network for Efficient 3D Left Ventricle Segmentation on Echocardiography. 101638 2020 61 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101638 https://www.wikidata.org/entity/Q89483720 db/journals/mia/mia61.html#DongLTWWCCZL20

Gongning Luo Wei Wang 0169 Clara M. Tam Kuanquan Wang Shaodong Cao Henggui Zhang Bo Chen 0013 Shuo Li 0001 Dynamically constructed network with error correction for accurate ventricle volume estimation. 101723 2020 64 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101723 https://www.wikidata.org/entity/Q97074024 db/journals/mia/mia64.html#LuoWTWCZCL20

Suyu Dong Gongning Luo Naren Wulan Shaodong Cao Kuanquan Wang Henggui Zhang Weakly Supervised Deformation Network for 3D Echocardiography Segmentation on Left Ventricle. 1-5 2019 CinC https://doi.org/10.22489/CinC.2019.152 https://doi.org/10.23919/CinC49843.2019.9005792 conf/cinc/2019 db/conf/cinc/cinc2019.html#DongLWCWZ19 Gongning Luo Kuanquan Wang Naren Wulan Shaodong Cao Qince Li Yongfeng Yuan Henggui Zhang A Novel Spatio-Temporal Self-Supervised Framework to Improve the Generalization Ability for Left Ventricle Volume Quantification Based on CMR Data. 1-4 2019 CinC https://doi.org/10.22489/CinC.2019.146 https://doi.org/10.23919/CinC49843.2019.9005861 conf/cinc/2019 db/conf/cinc/cinc2019.html#LuoWWCLYZ19

Gongning Luo Suyu Dong Kuanquan Wang Wangmeng Zuo Shaodong Cao Henggui Zhang Multi-Views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. 1924-1934 2018 65 IEEE Trans. Biomed. Eng. 9 https://doi.org/10.1109/TBME.2017.2762762 https://www.wikidata.org/entity/Q42697071 db/journals/tbe/tbe65.html#LuoDWZCZ18

Gongning Luo Kuanquan Wang Shaodong Cao Qince Li Henggui Zhang A Temporal Area Variation Regularized Deep Learning Network for Left Ventricle Segmentation on Cardiac Magnetic Resonance. 2018 CinC http://www.cinc.org/archives/2018/pdf/CinC2018-076.pdf https://doi.org/10.22489/CinC.2018.076 conf/cinc/2018 db/conf/cinc/cinc2018.html#LuoWCLZ18 1-4 Suyu Dong Gongning Luo Kuanquan Wang Shaodong Cao Ashley Mercado Olga Shmuilovich Henggui Zhang Shuo Li 0001 VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-Voxel Discrimination. 622-629 2018 MICCAI (4) https://doi.org/10.1007/978-3-030-00937-3_71 conf/miccai/2018-4 db/conf/miccai/miccai2018-4.html#DongLWCMSZ018

Gongning Luo Suyu Dong Kuanquan Wang Wangmeng Zuo Shaodong Cao Henggui Zhang Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. 2018 abs/1804.03008 CoRR http://arxiv.org/abs/1804.03008 db/journals/corr/corr1804.html#abs-1804-03008

Suyu Dong Gongning Luo Kuanquan Wang Shaodong Cao Ashley Mercado Olga Shmuilovich Henggui Zhang Shuo Li 0001 VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination. 2018 abs/1806.03619 CoRR http://arxiv.org/abs/1806.03619 db/journals/corr/corr1806.html#abs-1806-03619

Bo Chen 0013 Yuan Cheng Yuetan Chu Suyu Dong Liqun Fang Chao Gao Xin Gao 0001 Xing Gao Xin Guo 0010 Zhongyi Han Ricardo Henao Joanne Howey Yijing Jiang Kai Kang Qince Li Shuo Li 0001 Yue Li Xin Liu Gongning Luo Jiaji Luo Cancan Lv Guolin Ma Xianglin Meng Ashley Mercado Pavlo Ohorodnyk Yuan Qi 0001 Zhaowen Qiu Gianluca Setti Olga Shmuilovich Weijian Si Clara M. Tam Chenxia Wan Kuanquan Wang Wei Wang 0169 Xiaoyun Wang Yuanxiao Wei Lianming Wu Naren Wulan Xigang Xiao Dexuan Xie Shichuan Xu Changchun Yang Liping Yang Daren Yu Yongfeng Yuan Henggui Zhang Yuyang Zhang Juexiao Zhou Longxi Zhou Wangmeng Zuo