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Guanyu Yang
Researcher at Southeast University
Publications - 109
Citations - 1702
Guanyu Yang is an academic researcher from Southeast University. The author has contributed to research in topics: Computer science & Segmentation. The author has an hindex of 18, co-authored 80 publications receiving 1181 citations. Previous affiliations of Guanyu Yang include Leiden University Medical Center & Chinese Ministry of Education.
Papers
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Journal ArticleDOI
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge
Xiahai Zhuang,Lei Li,Christian Payer,Darko Štern,Martin Urschler,Mattias P. Heinrich,Julien Oster,Chunliang Wang,Örjan Smedby,Cheng Bian,Xin Yang,Pheng-Ann Heng,Aliasghar Mortazi,Ulas Bagci,Guanyu Yang,Chenchen Sun,Gaetan Galisot,Jean-Yves Ramel,Thierry Brouard,Qianqian Tong,Weixin Si,Xiangyun Liao,Guodong Zeng,Zenglin Shi,Guoyan Zheng,Chengjia Wang,Tom MacGillivray,David E. Newby,Kawal Rhode,Sebastien Ourselin,Raad Mohiaddin,Jennifer Keegan,David N. Firmin,Guang Yang +33 more
TL;DR: This work presents the methodologies and evaluation results for the WHS algorithms selected from the submissions to the Multi-Modality Whole Heart Segmentation (MM-WHS) challenge, in conjunction with MICCAI 2017.
Journal ArticleDOI
Automatic centerline extraction of coronary arteries in coronary computed tomographic angiography
Guanyu Yang,Pieter H. Kitslaar,Michel Frenay,Alexander Broersen,Mark J. Boogers,Jeroen J. Bax,Johan H. C. Reiber,Jouke Dijkstra +7 more
TL;DR: A fully automatic centerline extraction algorithm for coronary arteries in CCTA images with excellent performances in extraction ability and accuracy is presented and validated.
Journal ArticleDOI
Thoracic low-dose CT image processing using an artifact suppressed large-scale nonlocal means.
Yang Chen,Zhou Yang,Yining Hu,Guanyu Yang,Yongcheng Zhu,Yinsheng Li,Limin Luo,Wufan Chen,Christine Toumoulin +8 more
TL;DR: A two-step processing scheme called 'artifact suppressed large-scale nonlocal means' for suppressing both noise and artifacts in thoracic LDCT images is described, which allows conclusion on the efficacy of the method in improving thoraci LDCT data.
Journal ArticleDOI
Curve-Like Structure Extraction Using Minimal Path Propagation With Backtracking
Yang Chen,Yudong Zhang,Jian Yang,Qing Cao,Guanyu Yang,Jian Chen,Huazhong Shu,Limin Luo,Jean-Louis Coatrieux,Qianjing Feng +9 more
TL;DR: It is found that the information in the process of backtracking from reached points can be well utilized to overcome the above problems and improve the extraction performance.
Journal ArticleDOI
An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework
Jelmer M. Wolterink,Tim Leiner,Bob D. de Vos,Jean Louis Coatrieux,B. Michael Kelm,Satoshi Kondo,Rodrigo Salgado,Rahil Shahzad,Huazhong Shu,Miranda M. Snoeren,Richard A.P. Takx,Lucas J. van Vliet,Theo van Walsum,Tineke P. Willems,Guanyu Yang,Yefeng Zheng,Max A. Viergever,Ivana Išgum +17 more
TL;DR: An evaluation of five (semi)automatic methods within this framework shows that automatic per patient CVD risk categorization is feasible and CAC lesions at ambiguous locations such as the coronary ostia remain challenging, but their detection had limited impact on CVDrisk determination.