Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma

被引：0
作者：
Yong Tang
Chun Mei Yang
Song Su
Wei Jia Wang
Li Ping Fan
Jian Shu
机构：
[1] University of Electronic Science and Technology of China,School of Computer Science and Engineering
[2] The Affiliated Hospital of Southwest Medical University,Department of Radiology
[3] and Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province,Department of Hepatobiliary Surgery
[4] The Affiliated Hospital of Southwest Medical University,School of Information and Software Engineering
[5] University of Electronic Science and Technology of China,Department of Ultrasound
[6] The Affiliated Hospital of Southwest Medical University,undefined
来源：
BMC Cancer | / 21卷
关键词：
Extrahepatic cholangiocarcinoma; Cell differentiation; Lymphatic metastasis; Machine learning; Radiomics;
D O I：
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中图分类号：
学科分类号：
摘要：
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[1]  
Rizvi S(2013)Pathogenesis, diagnosis, and management of cholangiocarcinoma Gastroenterology. 145 1215-1229
[2]  
Gores GJ(2007)Cholangiocarcinoma: thirty-one-year experience with 564 patients at a single institution Ann Surg 245 755-762
[3]  
DeOliveira ML(2016)Forty-year trends in cholangiocarcinoma incidence in the US: intrahepatic disease on the rise Oncologist 21 594-599
[4]  
Cunningham SC(2017)Intrahepatic cholangiocarcinoma: current perspectives OncoTargets. 10 1131-1142
[5]  
Cameron JL(2009)Adjuvant gemcitabine plus S-1 chemotherapy improves survival after aggressive surgical resection for advanced biliary carcinoma Ann Surg 250 950-956
[6]  
Kamangar F(2015)Prognostic factors of cholangiocarcinoma after surgical resection: a retrospective study of 293 patients Medical science monitor: international medical journal of experimental clinical research 21 2375-272
[7]  
Winter JM(2016)Efficacy of endoscopic ultrasonography in evaluation of undetermined etiology of common bile duct dilatation on abdominal ultrasonography Middle East journal of digestive diseases 8 267-2569
[8]  
Lillemoe KD(2017)Prognostic significance of contrast-enhanced CT attenuation value in extrahepatic cholangiocarcinoma Eur Radiol 27 2563-834
[9]  
Saha SK(2018)Diagnostic and prognostic role of 18-FDG PET/CT in the management of resectable biliary tract cancer World J Surg 42 823-1179
[10]  
Zhu AX(2015)MRI of cholangiocarcinoma J Magn Reson Imaging 42 1165-275
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