Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study

doi:10.1016/j.annonc.2020.04.003

	Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study
	Dong, D.1,2 ; Fang, M. -J.1,2 ; Tang, L.3; Shan, X. -H.4; Gao, J. -B.5; Giganti, F.6,7,8; Wang, R. -P.9; Chen, X.10,11; Wang, X. -X.4; Palumbo, D.8,12; Fu, J.3; Li, W. -C.9; Li, J.5; Zhong, L. -Z.1,2; De Cobelli, F.8,12; Ji, J. -F.13; Liu, Z. -Y.10; Tian, J.1,14,15
发表期刊	ANNALS OF ONCOLOGY
ISSN	0923-7534
	2020-07-01
卷号	31 期号:7 页码:912-920
通讯作者	Ji, J. -F.(jijiafu@hsc.pku.edu.cn) ; Liu, Z. -Y.(zyliu@163.com) ; Tian, J.(jie.tian@ia.ac.cn)
DOI	10.1016/j.annonc.2020.04.003
关键词[WOS]	DIAGNOSIS ; SURVIVAL
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[91959130] ; National Natural Science Foundation of China[81971776] ; National Natural Science Foundation of China[81771924] ; National Natural Science Foundation of China[81930053] ; National Natural Science Foundation of China[81771912] ; National Natural Science Foundation of China[81671682] ; National Natural Science Foundation of China[91959205] ; National Natural Science Foundation of China[81601469] ; National Natural Science Foundation of China[81701687] ; National Natural Science Foundation of China[81227901] ; National Science Fund for Distinguished Young Scholars[81925023] ; National Key R&D Program of China[2017YFA0205200] ; National Key R&D Program of China[2017YFC1308700] ; National Key R&D Program of China[2017YFC1309100] ; National Key R&D Program of China[2017YFC1309101] ; National Key R&D Program of China[2017YFC1309104] ; Beijing Natural Science Foundation[L182061] ; Beijing Natural Science Foundation[Z180001] ; Youth Innovation Promotion Association CAS[2017175] ; UCL Graduate Research Scholarship ; Brahm PhD scholarship in memory of Chris Adams
项目资助者	National Natural Science Foundation of China ; National Science Fund for Distinguished Young Scholars ; National Key R&D Program of China ; Beijing Natural Science Foundation ; Youth Innovation Promotion Association CAS ; UCL Graduate Research Scholarship ; Brahm PhD scholarship in memory of Chris Adams
WOS研究方向	Oncology
WOS类目	Oncology
WOS记录号	WOS:000540695500014
出版者	ELSEVIER
七大方向——子方向分类	医学影像处理与分析
引用统计	被引频次：201[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/39766
专题	中国科学院分子影像重点实验室复杂系统管理与控制国家重点实验室
通讯作者	Ji, J. -F.; Liu, Z. -Y.; Tian, J.
作者单位	1.Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, 95 Zhongguancun East Rd, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China 3.Peking Univ Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Radiol Dept, Minist Educ Beijing, Beijing, Peoples R China 4.Jiangsu Univ, Dept Radiol, Affiliated Peoples Hosp, Zhenjiang, Jiangsu, Peoples R China 5.Zhengzhou Univ, Dept Radiol, Affiliated Hosp 1, Zhengzhou, Henan, Peoples R China 6.Univ Coll London Hosp NHS Fdn Trust, Dept Radiol, London, England 7.UCL, Div Surg & Intervent Sci, Fac Med Sci, London, England 8.Ist Sci San Raffaele, Dept Radiol, Expt Imaging Ctr, Milan, Italy 9.Guizhou Prov Peoples Hosp, Dept Radiol, Guiyang, Guizhou, Peoples R China 10.Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Dept Radiol, Guangzhou, Guangdong, Peoples R China 11.Guangzhou First Peoples Hosp, Dept Radiol, Guangzhou, Guangdong, Peoples R China 12.Univ Vita Salute San Raffaele, Milan, Italy 13.Peking Univ Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Gastrointestinal Canc Ctr, Minist Educ Beijing, 52 Fu Cheng Rd, Beijing 100142, Peoples R China 14.Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Sch Med, Beijing, Peoples R China 15.Xidian Univ, Sch Life Sci & Technol, Engn Res Ctr Mol & Neuro Imaging, Minist Educ, Xian, Shaanxi, Peoples R China
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Dong, D.,Fang, M. -J.,Tang, L.,et al. Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study[J]. ANNALS OF ONCOLOGY,2020,31(7):912-920.
APA	Dong, D..,Fang, M. -J..,Tang, L..,Shan, X. -H..,Gao, J. -B..,...&Tian, J..(2020).Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study.ANNALS OF ONCOLOGY,31(7),912-920.
MLA	Dong, D.,et al."Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study".ANNALS OF ONCOLOGY 31.7(2020):912-920.