Machine learning-based clustering differentiates bilateral hepatocellular carcinoma characteristics and prognosis.

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Bibliographic Details
Title: Machine learning-based clustering differentiates bilateral hepatocellular carcinoma characteristics and prognosis.
Authors: Endo Y; Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH; Division of Transplant Surgery, University of Rochester Medical Center, Rochester, NY., Kawashima J; Department of Surgery, Yokohama City University School of Medicine, Yokohama, Japan., Chatzipanagiotou O; Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH., Woldesenbet S; Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH., Aucejo F; Department of Hepato-pancreatobiliary and Liver Transplant Surgery, Cleveland Clinic Foundation, Cleveland, OH., Marques HP; Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal., Lam V; Department of Surgery, Westmead Hospital, Sydney, NSW, Australia., Lesurtel M; Department of Hepatobiliopancreatic Surgery, APHP, Beaujon Hospital, Clichy, France., Popescu I; Department of Surgery, Fundeni Clinical Institute, Bucharest, Romania., Weiss M; Department of Surgery, Northwell Health Cancer Institute, New Hyde Park, NY., Martel G; Department of Surgery, University of Ottawa, Ottawa, ON, Canada., Poultsides GA; Department of Surgery, Stanford University, Stanford, CA., Ruzzenente A; Department of Surgery, University of Verona, Verona, Italy., Endo I; Department of Surgery, Yokohama City University School of Medicine, Yokohama, Japan., Gleisner A; Department of Surgery, University of Colorado, Denver, CO., Shen F; Department of Hepatic Surgery IV, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China., Pawlik TM; Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. Electronic address: Tim.Pawlik@osumc.edu.
Source: Surgery [Surgery] 2026 Jun; Vol. 194, pp. 110186. Date of Electronic Publication: 2026 Apr 08.
Publication Type: Journal Article
Journal Info: Publisher: Mosby Country of Publication: United States NLM ID: 0417347 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-7361 (Electronic) Linking ISSN: 00396060 NLM ISO Abbreviation: Surgery Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1532-7361
DOI:10.1016/j.surg.2026.110186