CASIA OpenIR  > 中国科学院分子影像重点实验室
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
Meng, Lingwei1; Dong, Di1; Chen, Xin2; Fang, Mengjie1; Wang, Rongpin3; Li, Jing4; Liu, Zaiyi5; Tian, Jie1
Source PublicationIEEE Journal of Biomedical and Health Informatics
2020
Volume0Issue:0Pages:0
Subtypearticle
Abstract

Radiomics, an emerging tool for medical image analysis, is potential towards precisely characterizing gastric cancer (GC). Whether using one-slice 2D annotation or whole-volume 3D annotation remains a long-time debate, especially for heterogeneous GC. We comprehensively compared 2D and 3D radiomic features’ representation and discrimination capacity regarding GC, via three tasks.

KeywordGastric Cance
DOI10.1109/JBHI.2020.3002805
Indexed BySCI
Language英语
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Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/40686
Collection中国科学院分子影像重点实验室
Corresponding AuthorLiu, Zaiyi; Tian, Jie
Affiliation1.Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China
2.Department of Radiology, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
3.Department of Radiology, Guizhou Provincial People’s Hospital, Guiyang, China
4.Department of Radiology, Henan Cancer Hospital, Zhengzhou, China
5.Department of Radiology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Meng, Lingwei,Dong, Di,Chen, Xin,et al. 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study[J]. IEEE Journal of Biomedical and Health Informatics,2020,0(0):0.
APA Meng, Lingwei.,Dong, Di.,Chen, Xin.,Fang, Mengjie.,Wang, Rongpin.,...&Tian, Jie.(2020).2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study.IEEE Journal of Biomedical and Health Informatics,0(0),0.
MLA Meng, Lingwei,et al."2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study".IEEE Journal of Biomedical and Health Informatics 0.0(2020):0.
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