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Comparative analysis of robotic vs. laparoscopic right hepatectomy: propensity score matching and machine learning analysis for outcome prediction.

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Title: Comparative analysis of robotic vs. laparoscopic right hepatectomy: propensity score matching and machine learning analysis for outcome prediction.
Authors: Mazzotta AD; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy., Samer D; Department of Digestive, Oncological and Metabolic Surgery, Institut Mutualiste Montsouris, Paris, France., Salina G; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy., Ratti F; Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milano, Italy.; Hepatobiliary Surgery Division, Vita-Salute San Raffaele University, Milano, Italy., Baldisseri F; Department of Computer, Control and Management Engineering, Sapienza University of Rome, Rome, Italy., Magistri P; Unit of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Modena and Reggio Emilia, Modena, Italy., Belli A; Unit of Hepato-Biliary and Pancreatic Surgery, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy., Ceccarelli G; Unit of General Surgery, San Giovanni Battista Hospital, Foligno, Italy., Izzo F; Unit of Hepato-Biliary and Pancreatic Surgery, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy., Spampinato MG; Unit of General Surgery, 'Vito Fazzi' Hospital, Lecce, Italy., De' Angelis N; Unit of Robotic and Minimally Invasive Digestive Surgery, Ferrara University Hospital, Ferrara, Italy., Pessaux P; Department of Visceral and Digestive Surgery, Unit of Hepato-Bilio-Pancreatic Surgery, Nouvel Hospital Civil, University Hospital of Strasbourg, Strasbourg, France., Piardi T; Department of Hepatobiliary, Pancreatic and Digestive Oncological Surgery, Robert Debré University Hospital, Reims, France., Di Benedetto F; Unit of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Modena and Reggio Emilia, Modena, Italy., Ammendola M; Science of Health Department, 'Renato Dulbecco' Hospital, Digestive Surgery Unit, University 'Magna Graecia' Medical School, Catanzaro, Italy., Aldrighetti L; Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milano, Italy.; Hepatobiliary Surgery Division, Vita-Salute San Raffaele University, Milano, Italy., Mennini G; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy., Tedeschi M; Department of Hepato-Pancreatc-Biliary Surgery, 'F. Miulli' General Regional Hospital, Bari, Italy.; Department of Medicine and Surgery, LUM University, Bari, Italy., Memeo R; Department of Hepato-Pancreatc-Biliary Surgery, 'F. Miulli' General Regional Hospital, Bari, Italy.; Department of Medicine and Surgery, LUM University, Bari, Italy., Soubrane O; Department of Digestive, Oncological and Metabolic Surgery, Institut Mutualiste Montsouris, Paris, France.
Source: Frontiers in surgery [Front Surg] 2026 Mar 27; Vol. 13, pp. 1739640. Date of Electronic Publication: 2026 Mar 27 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101645127 Publication Model: eCollection Cited Medium: Print ISSN: 2296-875X (Print) Linking ISSN: 2296875X NLM ISO Abbreviation: Front Surg Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Comparative analysis of robotic vs. laparoscopic right hepatectomy: propensity score matching and machine learning analysis for outcome prediction.
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  Data: <searchLink fieldCode="AU" term="%22Mazzotta+AD%22">Mazzotta AD</searchLink>; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Samer+D%22">Samer D</searchLink>; Department of Digestive, Oncological and Metabolic Surgery, Institut Mutualiste Montsouris, Paris, France.<br /><searchLink fieldCode="AU" term="%22Salina+G%22">Salina G</searchLink>; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Ratti+F%22">Ratti F</searchLink>; Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milano, Italy.; Hepatobiliary Surgery Division, Vita-Salute San Raffaele University, Milano, Italy.<br /><searchLink fieldCode="AU" term="%22Baldisseri+F%22">Baldisseri F</searchLink>; Department of Computer, Control and Management Engineering, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Magistri+P%22">Magistri P</searchLink>; Unit of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Modena and Reggio Emilia, Modena, Italy.<br /><searchLink fieldCode="AU" term="%22Belli+A%22">Belli A</searchLink>; Unit of Hepato-Biliary and Pancreatic Surgery, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Ceccarelli+G%22">Ceccarelli G</searchLink>; Unit of General Surgery, San Giovanni Battista Hospital, Foligno, Italy.<br /><searchLink fieldCode="AU" term="%22Izzo+F%22">Izzo F</searchLink>; Unit of Hepato-Biliary and Pancreatic Surgery, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Spampinato+MG%22">Spampinato MG</searchLink>; Unit of General Surgery, 'Vito Fazzi' Hospital, Lecce, Italy.<br /><searchLink fieldCode="AU" term="%22De'+Angelis+N%22">De' Angelis N</searchLink>; Unit of Robotic and Minimally Invasive Digestive Surgery, Ferrara University Hospital, Ferrara, Italy.<br /><searchLink fieldCode="AU" term="%22Pessaux+P%22">Pessaux P</searchLink>; Department of Visceral and Digestive Surgery, Unit of Hepato-Bilio-Pancreatic Surgery, Nouvel Hospital Civil, University Hospital of Strasbourg, Strasbourg, France.<br /><searchLink fieldCode="AU" term="%22Piardi+T%22">Piardi T</searchLink>; Department of Hepatobiliary, Pancreatic and Digestive Oncological Surgery, Robert Debré University Hospital, Reims, France.<br /><searchLink fieldCode="AU" term="%22Di+Benedetto+F%22">Di Benedetto F</searchLink>; Unit of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Modena and Reggio Emilia, Modena, Italy.<br /><searchLink fieldCode="AU" term="%22Ammendola+M%22">Ammendola M</searchLink>; Science of Health Department, 'Renato Dulbecco' Hospital, Digestive Surgery Unit, University 'Magna Graecia' Medical School, Catanzaro, Italy.<br /><searchLink fieldCode="AU" term="%22Aldrighetti+L%22">Aldrighetti L</searchLink>; Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milano, Italy.; Hepatobiliary Surgery Division, Vita-Salute San Raffaele University, Milano, Italy.<br /><searchLink fieldCode="AU" term="%22Mennini+G%22">Mennini G</searchLink>; Department of General and Specialist Surgery, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Tedeschi+M%22">Tedeschi M</searchLink>; Department of Hepato-Pancreatc-Biliary Surgery, 'F. Miulli' General Regional Hospital, Bari, Italy.; Department of Medicine and Surgery, LUM University, Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Memeo+R%22">Memeo R</searchLink>; Department of Hepato-Pancreatc-Biliary Surgery, 'F. Miulli' General Regional Hospital, Bari, Italy.; Department of Medicine and Surgery, LUM University, Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Soubrane+O%22">Soubrane O</searchLink>; Department of Digestive, Oncological and Metabolic Surgery, Institut Mutualiste Montsouris, Paris, France.
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  Data: <searchLink fieldCode="JN" term="%22101645127%22">Frontiers in surgery</searchLink> [Front Surg] 2026 Mar 27; Vol. 13, pp. 1739640. <i>Date of Electronic Publication: </i>2026 Mar 27 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101645127 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-875X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296875X%22">2296875X </searchLink><i>NLM ISO Abbreviation: </i>Front Surg <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fsurg.2026.1739640
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