{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T00:42:36Z","timestamp":1790642556863,"version":"4.1.0"},"reference-count":34,"publisher":"Elsevier BV","issue":"5","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","clinicalradiologyonline.net","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Clinical Radiology"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1016\/j.crad.2022.01.046","type":"journal-article","created":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:31:43Z","timestamp":1646094703000},"page":"368-376","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":14,"title":["Establishment of a non-invasive prediction model for the risk of oesophageal variceal bleeding using radiomics based on CT"],"prefix":"10.1016","volume":"77","author":[{"given":"H.","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"G.","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"X.","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Q.","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.crad.2022.01.046_bib1","doi-asserted-by":"crossref","first-page":"308","DOI":"10.5946\/ce.2014.47.4.308","article-title":"Management of acute variceal bleeding","volume":"47","author":"Kim","year":"2014","journal-title":"Clin Endosc"},{"issue":"1","key":"10.1016\/j.crad.2022.01.046_bib2","doi-asserted-by":"crossref","first-page":"20","DOI":"10.3350\/cmh.2017.0064","article-title":"Prevention and management of gastroesophageal varices","volume":"24","author":"Seo","year":"2018","journal-title":"Clin Mol Hepatol"},{"issue":"2","key":"10.1016\/j.crad.2022.01.046_bib3","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1053\/jhep.2003.50050","article-title":"Endoscopic screening for oesophageal varices in cirrhosis: is it ever cost effective?","volume":"37","author":"Spiegel","year":"2003","journal-title":"Hepatology"},{"issue":"5","key":"10.1016\/j.crad.2022.01.046_bib4","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1016\/j.jhep.2016.06.021","article-title":"Validation of the Baveno VI criteria to identify low risk cirrhotic patients not requiring endoscopic surveillance for varices","volume":"65","author":"Maurice","year":"2016","journal-title":"J Hepatol"},{"issue":"6","key":"10.1016\/j.crad.2022.01.046_bib5","doi-asserted-by":"crossref","first-page":"1980","DOI":"10.1002\/hep.29363","article-title":"Expanding the Baveno VI criteria for the screening of varices in patients with compensated advanced chronic liver disease","volume":"66","author":"Augustin","year":"2017","journal-title":"Hepatology"},{"issue":"3","key":"10.1016\/j.crad.2022.01.046_bib6","first-page":"305","article-title":"\u039don-invasive screening for oesophageal varices in patients with liver cirrhosis","volume":"31","author":"Karatzas","year":"2018","journal-title":"Ann Gastroenterol"},{"issue":"2","key":"10.1016\/j.crad.2022.01.046_bib7","doi-asserted-by":"crossref","first-page":"77","DOI":"10.2463\/mrms.2012-0052","article-title":"MR-based measurements of portal vein flow and liver stiffness for predicting gastroesophageal varices","volume":"12","author":"Morisaka","year":"2013","journal-title":"Magn Reson Med Sci"},{"issue":"1","key":"10.1016\/j.crad.2022.01.046_bib8","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1148\/radiol.2018180230","article-title":"Four-dimensional flow MRI as a marker for risk stratification of gastroesophageal varices in patients with liver cirrhosis","volume":"290","author":"Motosugi","year":"2019","journal-title":"Radiology"},{"issue":"6","key":"10.1016\/j.crad.2022.01.046_bib9","doi-asserted-by":"crossref","first-page":"3210","DOI":"10.1007\/s00330-020-06680-5","article-title":"Noninvasive evaluation of oesophageal varices in cirrhotic patients based on spleen haemodynamics: a dual-energy CT study","volume":"30","author":"Han","year":"2020","journal-title":"Eur Radiol"},{"issue":"3","key":"10.1016\/j.crad.2022.01.046_bib10","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1148\/radiol.2423050784","article-title":"Esophageal varices in patients with cirrhosis: multidetector CT esophagography comparison with endoscopy","volume":"242","author":"Kim","year":"2007","journal-title":"Radiology"},{"issue":"8","key":"10.1016\/j.crad.2022.01.046_bib11","doi-asserted-by":"crossref","first-page":"1766","DOI":"10.1016\/j.ejrad.2011.06.057","article-title":"Quantitative dual energy CT measurements in rabbit VX2 liver tumors: comparison to perfusion CT measurements and histopathological findings","volume":"81","author":"Zhang","year":"2012","journal-title":"Eur J Radiol"},{"issue":"8","key":"10.1016\/j.crad.2022.01.046_bib12","first-page":"782","article-title":"The evaluation of hepatic artery index in cirrhosis patient with spectral CT imaging","volume":"45","author":"Zhao","year":"2011","journal-title":"Chin J Radiol"},{"issue":"12","key":"10.1016\/j.crad.2022.01.046_bib13","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1038\/nrclinonc.2017.141","article-title":"Radiomics: the bridge between medical imaging and personalized medicine","volume":"14","author":"Lambin","year":"2017","journal-title":"Nat Rev Clin Oncol"},{"issue":"2","key":"10.1016\/j.crad.2022.01.046_bib14","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1148\/radiol.2015151169","article-title":"Radiomics: images are more than pictures, they are data","volume":"278","author":"Gillies","year":"2016","journal-title":"Radiology"},{"issue":"7","key":"10.1016\/j.crad.2022.01.046_bib15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ebiom.2018.05.017","article-title":"Liver imaging in precision medicine","volume":"32","author":"Dong","year":"2018","journal-title":"EBioMedicine"},{"issue":"1","key":"10.1016\/j.crad.2022.01.046_bib16","doi-asserted-by":"crossref","first-page":"86","DOI":"10.21037\/tlcr.2017.01.04","article-title":"Radiomics of pulmonary nodules and lung cancer","volume":"6","author":"Wilson","year":"2017","journal-title":"Translat Lung Cancer Res"},{"key":"10.1016\/j.crad.2022.01.046_bib17","doi-asserted-by":"crossref","first-page":"4177","DOI":"10.1007\/s00330-018-5986-x","article-title":"Pretreatment prediction of immunoscore in hepatocellular cancer: a radiomics-based clinical model based on Gd-EOB-DTPAenhanced MRI imaging","volume":"29","author":"Chen","year":"2019","journal-title":"Eur Radiol"},{"issue":"1","key":"10.1016\/j.crad.2022.01.046_bib18","doi-asserted-by":"crossref","first-page":"1148","DOI":"10.1186\/s12885-018-5024-z","article-title":"Radiomics score: a potential prognostic imaging feature for postoperative survival of solitary HCC patients","volume":"18","author":"Zheng","year":"2018","journal-title":"BMC Cancer"},{"issue":"5","key":"10.1016\/j.crad.2022.01.046_bib19","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1016\/j.aohep.2019.06.003","article-title":"Screening for oesophageal varices in cirrhotic patients \u2014 non-invasive methods","volume":"18","author":"Mattos","year":"2019","journal-title":"Ann Hepatol"},{"key":"10.1016\/j.crad.2022.01.046_bib20","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.ebiom.2018.09.023","article-title":"Development and validation of a radiomics signature for clinically significant portal hypertension in cirrhosis (CHESS1701): a prospective multicenter study","volume":"36","author":"Liu","year":"2018","journal-title":"EBioMedicine"},{"issue":"5","key":"10.1016\/j.crad.2022.01.046_bib21","doi-asserted-by":"crossref","first-page":"186","DOI":"10.21037\/atm.2020.01.122","article-title":"Multiparametric radiomics nomogram may be used for predicting the severity of oesophageal varices in cirrhotic patients","volume":"8","author":"Wan","year":"2020","journal-title":"Ann Transl Med"},{"issue":"6","key":"10.1016\/j.crad.2022.01.046_bib22","first-page":"21","article-title":"Esophageal and gastric varicose veins. Tentative guidelines for endoscopic diagnosis and treatment of varicosity and variceal bleeding in digestive tract (2009)","volume":"2","year":"2010","journal-title":"Chin J Dig Endosc"},{"issue":"3","key":"10.1016\/j.crad.2022.01.046_bib23","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1016\/j.giec.2015.03.004","article-title":"Endoscopic diagnosis and therapy in gastroesophageal variceal bleeding","volume":"25","author":"Kapoor","year":"2015","journal-title":"Gastrointest Endosc Clin N Am"},{"issue":"2","key":"10.1016\/j.crad.2022.01.046_bib24","first-page":"167","article-title":"Diagnosis and treatment of esophageal and gastric variceal rupture and bleeding in cirrhosis of portal hypertension (2015 Edition)","volume":"31","year":"2016","journal-title":"Chin J Gen Surg"},{"issue":"5","key":"10.1016\/j.crad.2022.01.046_bib25","doi-asserted-by":"crossref","first-page":"1272","DOI":"10.1016\/j.jhep.2015.07.004","article-title":"Mechanisms of decompensation and organ failure in cirrhosis: from peripheral arterial vasodilation to systemic inflammation hypothesis","volume":"63","author":"Bernardi","year":"2015","journal-title":"J Hepatol"},{"issue":"15","key":"10.1016\/j.crad.2022.01.046_bib26","doi-asserted-by":"crossref","first-page":"8160","DOI":"10.1073\/pnas.161296298","article-title":"Hepcidin: a putative iron-regulatory hormone relevant to hereditary haemochromatosis and the anemia of chronic disease","volume":"98","author":"Fleming","year":"2001","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"4","key":"10.1016\/j.crad.2022.01.046_bib27","first-page":"369","article-title":"Hemodynamic analysis of liver cirrhosis complicated with oesophageal and gastric varices rupture","volume":"25","author":"Hu","year":"2020","journal-title":"Chin Hepatol"},{"issue":"6","key":"10.1016\/j.crad.2022.01.046_bib28","doi-asserted-by":"crossref","first-page":"647","DOI":"10.1007\/s40265-021-01493-2","article-title":"Pathophysiology and management of variceal bleeding","volume":"81","author":"Alqahtani","year":"2021","journal-title":"Drugs"},{"key":"10.1016\/j.crad.2022.01.046_bib29","doi-asserted-by":"crossref","first-page":"434","DOI":"10.3348\/kjr.2012.13.4.434","article-title":"Spectral CT: preliminary studies in the liver cirrhosis","volume":"13","author":"Lv","year":"2012","journal-title":"Korean J Radiol"},{"key":"10.1016\/j.crad.2022.01.046_bib30","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1259\/bjr.20130228","article-title":"The evaluation of haemodynamics in cirrhotic patients with spectral CT","volume":"86","author":"Zhao","year":"2013","journal-title":"Br J Radiol"},{"issue":"9","key":"10.1016\/j.crad.2022.01.046_bib31","doi-asserted-by":"crossref","first-page":"e387","DOI":"10.1097\/MCG.0000000000001185","article-title":"Noninvasive assessment of portal hypertension using spectral computed tomography","volume":"53","author":"Wang","year":"2019","journal-title":"J Clin Gastroenterol"},{"key":"10.1016\/j.crad.2022.01.046_bib32","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.ejmp.2017.05.071","article-title":"Beyond imaging: the promise of radiomics","volume":"38","author":"Avanzo","year":"2017","journal-title":"Phys Med"},{"issue":"4","key":"10.1016\/j.crad.2022.01.046_bib33","doi-asserted-by":"crossref","first-page":"387","DOI":"10.3348\/kjr.2019.0752","article-title":"Radiomics and deep learning: hepatic applications","volume":"21","author":"Park","year":"2020","journal-title":"Korean J Radiol"},{"issue":"12","key":"10.1016\/j.crad.2022.01.046_bib34","doi-asserted-by":"crossref","first-page":"976.e1","DOI":"10.1016\/j.crad.2019.08.028","article-title":"Predicting gastro-oesophageal variceal bleeding in hepatitis B-related cirrhosis by CT radiomics signature","volume":"74","author":"Yang","year":"2019","journal-title":"Clin Radiol"}],"container-title":["Clinical Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0009926022000551?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0009926022000551?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,14]],"date-time":"2025-09-14T16:45:43Z","timestamp":1757868343000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0009926022000551"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":34,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["S0009926022000551"],"URL":"https:\/\/doi.org\/10.1016\/j.crad.2022.01.046","relation":{},"ISSN":["0009-9260"],"issn-type":[{"value":"0009-9260","type":"print"}],"subject":[],"published":{"date-parts":[[2022,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Establishment of a non-invasive prediction model for the risk of oesophageal variceal bleeding using radiomics based on CT","name":"articletitle","label":"Article Title"},{"value":"Clinical Radiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.crad.2022.01.046","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2022 The Royal College of Radiologists. Published by Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}