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Machine Learning Predictive Model to Guide Treatment Allocation for Recurrent Hepatocellular Carcinoma After Surgery.
Famularo, Simone; Donadon, Matteo; Cipriani, Federica; Fazio, Federico; Ardito, Francesco; Iaria, Maurizio; Perri, Pasquale; Conci, Simone; Dominioni, Tommaso; Lai, Quirino; La Barba, Giuliano; Patauner, Stefan; Molfino, Sarah; Germani, Paola; Zimmitti, Giuseppe; Pinotti, Enrico; Zanello, Matteo; Fumagalli, Luca; Ferrari, Cecilia; Romano, Maurizio; Delvecchio, Antonella; Valsecchi, Maria Grazia; Antonucci, Adelmo; Piscaglia, Fabio; Farinati, Fabio; Kawaguchi, Yoshikuni; Hasegawa, Kiyoshi; Memeo, Riccardo; Zanus, Giacomo; Griseri, Guido; Chiarelli, Marco; Jovine, Elio; Zago, Mauro; Abu Hilal, Moh'd; Tarchi, Paola; Baiocchi, Gian Luca; Frena, Antonio; Ercolani, Giorgio; Rossi, Massimo; Maestri, Marcello; Ruzzenente, Andrea; Grazi, Gian Luca; Dalla Valle, Raffaele; Romano, Fabrizio; Giuliante, Felice; Ferrero, Alessandro; Aldrighetti, Luca; Bernasconi, Davide P; Torzilli, Guido.
Afiliação
  • Famularo S; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.
  • Donadon M; Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
  • Cipriani F; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.
  • Fazio F; Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
  • Ardito F; Hepatobiliary Surgery Division, "Vita e Salute" University, Ospedale San Raffaele IRCCS, Milano, Italy.
  • Iaria M; Department of General and Oncological Surgery, Mauriziano Hospital "Umberto I", Turin, Italy.
  • Perri P; Hepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Catholic University of the Sacred Heart, Rome, Italy.
  • Conci S; Department of Medicine and Surgery, University of Parma, Parma, Italy.
  • Dominioni T; Division of Hepatobiliarypancreatic Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy.
  • Lai Q; Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy.
  • La Barba G; Unit of General Surgery 1, University of Pavia and Foundation IRCCS Policlinico San Matteo, Pavia, Italy.
  • Patauner S; General Surgery and Organ Transplantation Unit, Sapienza University of Rome, Umberto I Polyclinic of Rome, Rome, Italy.
  • Molfino S; General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Department of Medical and Surgical Sciences - University of Bologna, Forlì, Italy.
  • Germani P; Department of General and Pediatric Surgery, Bolzano Central Hospital, Bolzano, Italy.
  • Zimmitti G; Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.
  • Pinotti E; Division of General Surgery, Department of Medical and Surgical Sciences, ASUGI, Trieste, Italy.
  • Zanello M; Department of General Surgery, Poliambulanza Foundation Hospital, Brescia, Italy.
  • Fumagalli L; Department of Surgery, Ponte San Pietro Hospital, Bergamo, Italy.
  • Ferrari C; Alma Mater Studiorum, University of Bologna, AOU Sant'Orsola Malpighi, IRCCS at Maggiore Hospital, Bologna, Italy.
  • Romano M; Department of Emergency and Robotic Surgery, ASST Lecco, Lecco, Italy.
  • Delvecchio A; HPB Surgical Unit, San Paolo Hospital, Savona, Italy.
  • Valsecchi MG; Department of Surgical, Oncological and Gastroenterological Science (DISCOG), University of Padua, Padua, Italy.
  • Antonucci A; Hepatobiliary and Pancreatic Surgery Unit-Treviso Hospital, Treviso, Italy.
  • Piscaglia F; Department of Hepato-Pancreatic-Biliary Surgery, Miulli Hospital, Bari, Italy.
  • Farinati F; Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan - Bicocca, Monza, Italy.
  • Kawaguchi Y; Department of Surgery, Monza Policlinic, Monza, Italy.
  • Hasegawa K; Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
  • Memeo R; Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
  • Zanus G; Hepato-Biliary-Pancreatic Surgery Division Department of Surgery, Graduate School of Medicine, University of Tokyo, Tokyo, Japan.
  • Griseri G; Hepato-Biliary-Pancreatic Surgery Division Department of Surgery, Graduate School of Medicine, University of Tokyo, Tokyo, Japan.
  • Chiarelli M; Department of Hepato-Pancreatic-Biliary Surgery, Miulli Hospital, Bari, Italy.
  • Jovine E; Department of Surgical, Oncological and Gastroenterological Science (DISCOG), University of Padua, Padua, Italy.
  • Zago M; Hepatobiliary and Pancreatic Surgery Unit-Treviso Hospital, Treviso, Italy.
  • Abu Hilal M; HPB Surgical Unit, San Paolo Hospital, Savona, Italy.
  • Tarchi P; Department of Emergency and Robotic Surgery, ASST Lecco, Lecco, Italy.
  • Baiocchi GL; Alma Mater Studiorum, University of Bologna, AOU Sant'Orsola Malpighi, IRCCS at Maggiore Hospital, Bologna, Italy.
  • Frena A; Department of Surgery, Ponte San Pietro Hospital, Bergamo, Italy.
  • Ercolani G; Department of Emergency and Robotic Surgery, ASST Lecco, Lecco, Italy.
  • Rossi M; Department of General Surgery, Poliambulanza Foundation Hospital, Brescia, Italy.
  • Maestri M; Division of General Surgery, Department of Medical and Surgical Sciences, ASUGI, Trieste, Italy.
  • Ruzzenente A; Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.
  • Grazi GL; Department of General and Pediatric Surgery, Bolzano Central Hospital, Bolzano, Italy.
  • Dalla Valle R; General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Department of Medical and Surgical Sciences - University of Bologna, Forlì, Italy.
  • Romano F; General Surgery and Organ Transplantation Unit, Sapienza University of Rome, Umberto I Polyclinic of Rome, Rome, Italy.
  • Giuliante F; Unit of General Surgery 1, University of Pavia and Foundation IRCCS Policlinico San Matteo, Pavia, Italy.
  • Ferrero A; Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy.
  • Aldrighetti L; Division of Hepatobiliarypancreatic Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy.
  • Bernasconi DP; Department of Medicine and Surgery, University of Parma, Parma, Italy.
  • Torzilli G; School of Medicine and Surgery, University of Milano-Bicocca, San Gerardo Hospital, Monza, Italy.
JAMA Surg ; 158(2): 192-202, 2023 02 01.
Article em En | MEDLINE | ID: mdl-36576813
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Quimioembolização Terapêutica / Carcinoma Hepatocelular / Neoplasias Hepáticas Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male Idioma: En Revista: JAMA Surg Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Itália
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Quimioembolização Terapêutica / Carcinoma Hepatocelular / Neoplasias Hepáticas Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male Idioma: En Revista: JAMA Surg Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Itália