Machine Learning Models for Disease-Free Survival Analysis after Liver Resection for Hepatocellular Carcinoma: A Multicentric French Collaborative Study.
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| Title: | Machine Learning Models for Disease-Free Survival Analysis after Liver Resection for Hepatocellular Carcinoma: A Multicentric French Collaborative Study. |
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| Authors: | Rhaiem R; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; University Reims Champagne Ardenne, Reims, France., Abdo A; IIAS - Institute of Artificial Intelligence in Health, CHU de Reims, Université de Reims Champagne-Ardenne, Reims, France., Calderaro J; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Department of Pathology, Henri Mondor University Hospital, AP-HP, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France., Dokmak S; Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation, APHP, Hôpital Beaujon, DMU DIGEST, Clichy, France.; Université de Paris Cité, Paris, France.; Centre de Recherche sur l'Inflammation, INSERM Unité Mixte de Recherche, Clichy, France., Herrero A; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France., Toubert C; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France., Zimmermann P; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; University Reims Champagne Ardenne, Reims, France., Heurgué A; University Reims Champagne Ardenne, Reims, France.; Department of Hepatology and Gastroenterology, Cabrol University Hospital, CHU de Reims, Reims, France., Boulagnon-Rombi C; University Reims Champagne Ardenne, Reims, France.; Department of Pathology, Cabrol University Hospital, CHU de Reims, Reims, France., Amaddeo G; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Hepatology Department, Henri Mondor University Hospital, AP-HP, Creteil, France., Luciani A; Université Paris-Est Créteil, UPEC, Paris, France.; Medical Imaging, Henri Mondor University Hospital, Faculté de Médecine, INSERM Unit U 955, Equipe 18, Créteil, France., Regnault H; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Medical Imaging, Henri Mondor University Hospital, Faculté de Médecine, INSERM Unit U 955, Equipe 18, Créteil, France., Alaux M; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France., Lesurtel M; Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation, APHP, Hôpital Beaujon, DMU DIGEST, Clichy, France.; Université de Paris Cité, Paris, France.; Centre de Recherche sur l'Inflammation, INSERM Unité Mixte de Recherche, Clichy, France., Paradis V; Université de Paris, INSERM U1149, Hôpital Beaujon, Pathology Department, Hôpital Beaujon, AP-HP, Clichy, France., Sommacale D; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Department of Digestive and Hepato-Pancreato-Biliary Surgery, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France., Soubrane O; Department of Digestive Surgery, Institut Mutualiste Montsouris, Paris, France., Caruso S; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Department of Pathology, Henri Mondor University Hospital, AP-HP, Créteil, France., Merieux R; IIAS - Institute of Artificial Intelligence in Health, CHU de Reims, Université de Reims Champagne-Ardenne, Reims, France., Kianmanesh R; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; University Reims Champagne Ardenne, Reims, France., Brustia R; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Department of Digestive and Hepato-Pancreato-Biliary Surgery, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France. |
| Source: | Liver cancer [Liver Cancer] 2026 Jan 30. Date of Electronic Publication: 2026 Jan 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: S. Karger Country of Publication: Switzerland NLM ID: 101597993 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2235-1795 (Print) Linking ISSN: 16645553 NLM ISO Abbreviation: Liver Cancer |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41868609 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning Models for Disease-Free Survival Analysis after Liver Resection for Hepatocellular Carcinoma: A Multicentric French Collaborative Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Rhaiem+R%22">Rhaiem R</searchLink>; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; University Reims Champagne Ardenne, Reims, France.<br /><searchLink fieldCode="AU" term="%22Abdo+A%22">Abdo A</searchLink>; IIAS - Institute of Artificial Intelligence in Health, CHU de Reims, Université de Reims Champagne-Ardenne, Reims, France.<br /><searchLink fieldCode="AU" term="%22Calderaro+J%22">Calderaro J</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Department of Pathology, Henri Mondor University Hospital, AP-HP, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.<br /><searchLink fieldCode="AU" term="%22Dokmak+S%22">Dokmak S</searchLink>; Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation, APHP, Hôpital Beaujon, DMU DIGEST, Clichy, France.; Université de Paris Cité, Paris, France.; Centre de Recherche sur l'Inflammation, INSERM Unité Mixte de Recherche, Clichy, France.<br /><searchLink fieldCode="AU" term="%22Herrero+A%22">Herrero A</searchLink>; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Toubert+C%22">Toubert C</searchLink>; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Zimmermann+P%22">Zimmermann P</searchLink>; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; University Reims Champagne Ardenne, Reims, France.<br /><searchLink fieldCode="AU" term="%22Heurgué+A%22">Heurgué A</searchLink>; University Reims Champagne Ardenne, Reims, France.; Department of Hepatology and Gastroenterology, Cabrol University Hospital, CHU de Reims, Reims, France.<br /><searchLink fieldCode="AU" term="%22Boulagnon-Rombi+C%22">Boulagnon-Rombi C</searchLink>; University Reims Champagne Ardenne, Reims, France.; Department of Pathology, Cabrol University Hospital, CHU de Reims, Reims, France.<br /><searchLink fieldCode="AU" term="%22Amaddeo+G%22">Amaddeo G</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Hepatology Department, Henri Mondor University Hospital, AP-HP, Creteil, France.<br /><searchLink fieldCode="AU" term="%22Luciani+A%22">Luciani A</searchLink>; Université Paris-Est Créteil, UPEC, Paris, France.; Medical Imaging, Henri Mondor University Hospital, Faculté de Médecine, INSERM Unit U 955, Equipe 18, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Regnault+H%22">Regnault H</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Medical Imaging, Henri Mondor University Hospital, Faculté de Médecine, INSERM Unit U 955, Equipe 18, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Alaux+M%22">Alaux M</searchLink>; Division of HBP Surgery and Transplantation, Department of Surgery, St. Eloi Hospital, Montpellier University Hospital-School of Medicine, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Lesurtel+M%22">Lesurtel M</searchLink>; Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation, APHP, Hôpital Beaujon, DMU DIGEST, Clichy, France.; Université de Paris Cité, Paris, France.; Centre de Recherche sur l'Inflammation, INSERM Unité Mixte de Recherche, Clichy, France.<br /><searchLink fieldCode="AU" term="%22Paradis+V%22">Paradis V</searchLink>; Université de Paris, INSERM U1149, Hôpital Beaujon, Pathology Department, Hôpital Beaujon, AP-HP, Clichy, France.<br /><searchLink fieldCode="AU" term="%22Sommacale+D%22">Sommacale D</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Department of Digestive and Hepato-Pancreato-Biliary Surgery, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Soubrane+O%22">Soubrane O</searchLink>; Department of Digestive Surgery, Institut Mutualiste Montsouris, Paris, France.<br /><searchLink fieldCode="AU" term="%22Caruso+S%22">Caruso S</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Department of Pathology, Henri Mondor University Hospital, AP-HP, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Merieux+R%22">Merieux R</searchLink>; IIAS - Institute of Artificial Intelligence in Health, CHU de Reims, Université de Reims Champagne-Ardenne, Reims, France.<br /><searchLink fieldCode="AU" term="%22Kianmanesh+R%22">Kianmanesh R</searchLink>; Department of HPB and Oncological Digestive Surgery, Cabrol University Hospital, CHU de Reims, Reims, France.; University Reims Champagne Ardenne, Reims, France.<br /><searchLink fieldCode="AU" term="%22Brustia+R%22">Brustia R</searchLink>; Research Team 'Viruses, Hepatology, Cancer' INSERM Unit 955, IMRB, Créteil, France.; Université Paris-Est Créteil, UPEC, Paris, France.; Department of Digestive and Hepato-Pancreato-Biliary Surgery, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Henri Mondor, Créteil, France. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101597993%22">Liver cancer</searchLink> [Liver Cancer] 2026 Jan 30. <i>Date of Electronic Publication: </i>2026 Jan 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22S%2E+Karger%22">S. Karger </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101597993 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2235-1795 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216645553%22">16645553 </searchLink><i>NLM ISO Abbreviation: </i>Liver Cancer |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41868609 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1159/000550554 Languages: – Code: eng Text: English Titles: – TitleFull: Machine Learning Models for Disease-Free Survival Analysis after Liver Resection for Hepatocellular Carcinoma: A Multicentric French Collaborative Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rhaiem R – PersonEntity: Name: NameFull: Abdo A – PersonEntity: Name: NameFull: Calderaro J – PersonEntity: Name: NameFull: Dokmak S – PersonEntity: Name: NameFull: Herrero A – PersonEntity: Name: NameFull: Toubert C – PersonEntity: Name: NameFull: Zimmermann P – PersonEntity: Name: NameFull: Heurgué A – PersonEntity: Name: NameFull: Boulagnon-Rombi C – PersonEntity: Name: NameFull: Amaddeo G – PersonEntity: Name: NameFull: Luciani A – PersonEntity: Name: NameFull: Regnault H – PersonEntity: Name: NameFull: Alaux M – PersonEntity: Name: NameFull: Lesurtel M – PersonEntity: Name: NameFull: Paradis V – PersonEntity: Name: NameFull: Sommacale D – PersonEntity: Name: NameFull: Soubrane O – PersonEntity: Name: NameFull: Caruso S – PersonEntity: Name: NameFull: Merieux R – PersonEntity: Name: NameFull: Kianmanesh R – PersonEntity: Name: NameFull: Brustia R IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 01 Text: 2026 Jan 30 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 2235-1795 Titles: – TitleFull: Liver cancer Type: main |
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