{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,5]],"date-time":"2026-08-05T07:44:27Z","timestamp":1785915867794,"version":"3.56.0"},"reference-count":23,"publisher":"Elsevier BV","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100019069","name":"Chinese Academy of Engineering","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100019069","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018806","name":"Department of Science and Technology of Hubei Province","doi-asserted-by":"publisher","award":["CXPTZX005"],"award-info":[{"award-number":["CXPTZX005"]}],"id":[{"id":"10.13039\/501100018806","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","hpbonline.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["HPB"],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1016\/j.hpb.2026.05.001","type":"journal-article","created":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T15:33:00Z","timestamp":1778859180000},"page":"1104-1115","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"title":["Multicenter machine learning model to predict very early recurrence after curative-intent resection of hilar cholangiocarcinoma"],"prefix":"10.1016","volume":"28","author":[{"given":"Tong","family":"Yuan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ran","family":"Tao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiuyi","family":"Nie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deyu","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiumeng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuang","family":"Peng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongjun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiyong","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoping","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2451-8077","authenticated-orcid":false,"given":"Shuai","family":"Xiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.hpb.2026.05.001_bib1","doi-asserted-by":"crossref","first-page":"4158","DOI":"10.1245\/s10434-021-09871-6","article-title":"The landmark series: hilar cholangiocarcinoma","volume":"28","author":"Soares","year":"2021","journal-title":"Ann Surg Oncol"},{"key":"10.1016\/j.hpb.2026.05.001_bib2","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/j.ijsu.2020.04.067","article-title":"Multidisciplinary treatment for hilar and intrahepatic cholangiocarcinoma: a review of the general principles","volume":"82s","author":"Sapisochin","year":"2020","journal-title":"Int J Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib3","doi-asserted-by":"crossref","DOI":"10.1016\/j.ejso.2023.07.008","article-title":"A meta-analysis of prognostic factors for early recurrence in perihilar cholangiocarcinoma after curative-intent resection","volume":"49","author":"Tian","year":"2023","journal-title":"Eur J Surg Oncol"},{"key":"10.1016\/j.hpb.2026.05.001_bib4","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1002\/jmri.27846","article-title":"Development and validation of noninvasive MRI-based signature for preoperative prediction of early recurrence in perihilar cholangiocarcinoma","volume":"55","author":"Zhao","year":"2022","journal-title":"J Magn Reson Imag"},{"key":"10.1016\/j.hpb.2026.05.001_bib5","doi-asserted-by":"crossref","first-page":"1030","DOI":"10.1007\/s11605-021-05211-x","article-title":"Evaluation of four lymph node classifications for the prediction of survival in hilar cholangiocarcinoma","volume":"26","author":"Liu","year":"2022","journal-title":"J Gastrointest Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib6","doi-asserted-by":"crossref","DOI":"10.1093\/bjsopen\/zrac115","article-title":"Preoperative risk factors for early recurrence after resection of perihilar cholangiocarcinoma","volume":"6","author":"Yamamoto","year":"2022","journal-title":"BJS Open"},{"key":"10.1016\/j.hpb.2026.05.001_bib7","doi-asserted-by":"crossref","first-page":"3","DOI":"10.21037\/hbsn-24-385","article-title":"Predictive model for very early recurrence of patients with perihilar cholangiocarcinoma: a machine learning approach","volume":"14","author":"Kawashima","year":"2025","journal-title":"Hepatobiliary Surg Nutr"},{"key":"10.1016\/j.hpb.2026.05.001_bib8","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1016\/S1365-182X(17)30755-4","article-title":"The Brisbane 2000 terminology of liver anatomy and resections","volume":"2","author":"Pang","year":"2000","journal-title":"HPB"},{"key":"10.1016\/j.hpb.2026.05.001_bib9","first-page":"93","article-title":"The eighth edition AJCC cancer staging manual: continuing to build a bridge from a population-based to a more \"personalized\" approach to cancer staging","volume":"67","author":"Amin","year":"2017","journal-title":"CA Cancer J Clin"},{"key":"10.1016\/j.hpb.2026.05.001_bib10","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1097\/01.sla.0000133083.54934.ae","article-title":"Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey","volume":"240","author":"Dindo","year":"2004","journal-title":"Ann Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib11","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1038\/nrclinonc.2017.157","article-title":"Cholangiocarcinoma - evolving concepts and therapeutic strategies","volume":"15","author":"Ilyas","year":"2018","journal-title":"Nat Rev Clin Oncol"},{"key":"10.1016\/j.hpb.2026.05.001_bib12","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1016\/j.jamcollsurg.2015.09.005","article-title":"Recurrence rate and pattern of perihilar cholangiocarcinoma after curative intent resection","volume":"221","author":"Groot","year":"2015","journal-title":"J Am Coll Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib13","doi-asserted-by":"crossref","first-page":"10157","DOI":"10.2147\/CMAR.S230620","article-title":"Preoperative bilirubin level predicts overall survival and tumor recurrence after resection for perihilar cholangiocarcinoma patients","volume":"11","author":"Li","year":"2019","journal-title":"Cancer Manag Res"},{"key":"10.1016\/j.hpb.2026.05.001_bib14","doi-asserted-by":"crossref","first-page":"1853","DOI":"10.1016\/S0140-6736(23)00727-4","article-title":"Pembrolizumab in combination with gemcitabine and cisplatin compared with gemcitabine and cisplatin alone for patients with advanced biliary tract cancer (KEYNOTE-966): a randomised, double-blind, placebo-controlled, phase 3 trial","volume":"401","author":"Kelley","year":"2023","journal-title":"Lancet"},{"key":"10.1016\/j.hpb.2026.05.001_bib15","doi-asserted-by":"crossref","first-page":"1784","DOI":"10.1245\/s10434-024-16546-5","article-title":"A multicenter retrospective study on adjuvant S-1 chemotherapy versus observation following major hepatectomy for perihilar cholangiocarcinoma","volume":"32","author":"Hosokawa","year":"2025","journal-title":"Ann Surg Oncol"},{"key":"10.1016\/j.hpb.2026.05.001_bib16","doi-asserted-by":"crossref","first-page":"866","DOI":"10.1007\/s11605-014-2741-8","article-title":"Perioperative blood transfusion as a poor prognostic factor after aggressive surgical resection for hilar cholangiocarcinoma","volume":"19","author":"Kimura","year":"2015","journal-title":"J Gastrointest Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib17","doi-asserted-by":"crossref","first-page":"2106","DOI":"10.1007\/s11427-024-2855-x","article-title":"Does caudate lobe resection really improve the surgical outcomes of patients with hilar cholangiocarcinoma? A multicenter retrospective study","volume":"68","author":"Tao","year":"2025","journal-title":"Sci China Life Sci"},{"key":"10.1016\/j.hpb.2026.05.001_bib18","doi-asserted-by":"crossref","first-page":"626","DOI":"10.1016\/S1499-3872(15)60025-X","article-title":"Combined vascular resection and analysis of prognostic factors for hilar cholangiocarcinoma","volume":"14","author":"Wang","year":"2015","journal-title":"Hepatobiliary Pancreat Dis Int"},{"key":"10.1016\/j.hpb.2026.05.001_bib19","doi-asserted-by":"crossref","first-page":"2919","DOI":"10.1007\/s00268-018-4530-0","article-title":"Defining early recurrence of hilar cholangiocarcinoma after curative-intent surgery: a multi-institutional study from the US extrahepatic biliary malignancy consortium","volume":"42","author":"Zhang","year":"2018","journal-title":"World J Surg"},{"key":"10.1016\/j.hpb.2026.05.001_bib20","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.hbpd.2018.03.003","article-title":"Assessment of clinical outcomes of advanced hilar cholangiocarcinoma","volume":"17","author":"Chen","year":"2018","journal-title":"Hepatobiliary Pancreat Dis Int : HBPD INT"},{"key":"10.1016\/j.hpb.2026.05.001_bib21","doi-asserted-by":"crossref","first-page":"2601","DOI":"10.3748\/wjg.v22.i8.2601","article-title":"Prognostic factors and long-term outcomes of hilar cholangiocarcinoma: a single-institution experience in China","volume":"22","author":"Hu","year":"2016","journal-title":"World J Gastroenterol"},{"key":"10.1016\/j.hpb.2026.05.001_bib22","doi-asserted-by":"crossref","DOI":"10.3390\/cancers16040698","article-title":"Systematic review of preoperative prognostic biomarkers in perihilar cholangiocarcinoma","volume":"16","author":"Pawaskar","year":"2024","journal-title":"Cancers"},{"key":"10.1016\/j.hpb.2026.05.001_bib23","doi-asserted-by":"crossref","first-page":"1110","DOI":"10.1245\/s10434-019-08067-3","article-title":"A machine-based approach to preoperatively identify patients with the Most and least benefit associated with resection for intrahepatic cholangiocarcinoma: an international multi-institutional analysis of 1146 patients","volume":"27","author":"Tsilimigras","year":"2020","journal-title":"Ann Surg Oncol"}],"container-title":["HPB"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1365182X26006131?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1365182X26006131?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,8,5]],"date-time":"2026-08-05T06:47:15Z","timestamp":1785912435000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1365182X26006131"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":23,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2026,8]]}},"alternative-id":["S1365182X26006131"],"URL":"https:\/\/doi.org\/10.1016\/j.hpb.2026.05.001","relation":{},"ISSN":["1365-182X"],"issn-type":[{"value":"1365-182X","type":"print"}],"subject":[],"published":{"date-parts":[[2026,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Multicenter machine learning model to predict very early recurrence after curative-intent resection of hilar cholangiocarcinoma","name":"articletitle","label":"Article Title"},{"value":"HPB","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.hpb.2026.05.001","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 International Hepato-Pancreato-Biliary Association Inc. Published by Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}]}}