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Deep learning neural network prediction of postoperative complications in patients undergoing laparoscopic right hemicolectomy with or without CME and CVL for colon cancer: insights from SICE (Società Italiana di Chirurgia Endoscopica) CoDIG data.

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Title: Deep learning neural network prediction of postoperative complications in patients undergoing laparoscopic right hemicolectomy with or without CME and CVL for colon cancer: insights from SICE (Società Italiana di Chirurgia Endoscopica) CoDIG data.
Authors: Anania G; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy., Mascagni P; Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, RM, Italy.; Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France., Chiozza M; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy., Resta G; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy., Campagnaro A; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy. alberto.campagnaro@unife.it., Pedon S; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy., Silecchia G; Department of Scienze Medico Chirurgiche e Medicina Traslazionale, University of Roma S. Andrea University Hospital, Rome, RM, Italy., Cuccurullo D; Division of Laparoscopic and Robotic Surgery Unit, A.O.R.N. dei Colli Monaldi Hospital, Naples, NA, Italy., Bergamini C; Department of Emergency Surgery, University Hospital of Careggi, Florence, FI, Italy., Sica G; Minimally Invasive Unit, Department of Surgical Science, University Tor Vergata, Rome, RM, Italy.; Department of Surgical Science, Policlinico Tor Vergata - University Tor Vergata, Rome, RM, Italy., Nicola V; Department of Mathematics and Informatics, University of Ferrara, Ferrara, FE, Italy., Alberti M; Department of Mathematics and Informatics, University of Ferrara, Ferrara, FE, Italy., Ortenzi M; Department of General Surgery, Università Politecnica delle Marche, Ancona, AN, Italy., Reddavid R; Division of Surgical Oncology and Digestive Surgery, Department of Oncology, San Luigi University Hospital, University of Turin, Orbassano, Turin, TN, Italy., Azzolina D; Biostatistics and Clinical Trial Methodology Unit, Clinical Research Center DEMeTra, Department of Translational Medicine, University of Naples Federico II, Naples, Italy.
Corporate Authors: SICE CoDIG (ColonDx Italian Group)
Source: Techniques in coloproctology [Tech Coloproctol] 2025 Jun 11; Vol. 29 (1), pp. 135. Date of Electronic Publication: 2025 Jun 11.
Publication Type: Journal Article; Multicenter Study; Observational Study
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 9613614 Publication Model: Electronic Cited Medium: Internet ISSN: 1128-045X (Electronic) Linking ISSN: 11236337 NLM ISO Abbreviation: Tech Coloproctol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep learning neural network prediction of postoperative complications in patients undergoing laparoscopic right hemicolectomy with or without CME and CVL for colon cancer: insights from SICE (Società Italiana di Chirurgia Endoscopica) CoDIG data.
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  Data: <searchLink fieldCode="AU" term="%22Anania+G%22">Anania G</searchLink>; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Mascagni+P%22">Mascagni P</searchLink>; Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, RM, Italy.; Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France.<br /><searchLink fieldCode="AU" term="%22Chiozza+M%22">Chiozza M</searchLink>; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Resta+G%22">Resta G</searchLink>; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Campagnaro+A%22">Campagnaro A</searchLink>; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy. alberto.campagnaro@unife.it.<br /><searchLink fieldCode="AU" term="%22Pedon+S%22">Pedon S</searchLink>; Department of Medical Science, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Silecchia+G%22">Silecchia G</searchLink>; Department of Scienze Medico Chirurgiche e Medicina Traslazionale, University of Roma S. Andrea University Hospital, Rome, RM, Italy.<br /><searchLink fieldCode="AU" term="%22Cuccurullo+D%22">Cuccurullo D</searchLink>; Division of Laparoscopic and Robotic Surgery Unit, A.O.R.N. dei Colli Monaldi Hospital, Naples, NA, Italy.<br /><searchLink fieldCode="AU" term="%22Bergamini+C%22">Bergamini C</searchLink>; Department of Emergency Surgery, University Hospital of Careggi, Florence, FI, Italy.<br /><searchLink fieldCode="AU" term="%22Sica+G%22">Sica G</searchLink>; Minimally Invasive Unit, Department of Surgical Science, University Tor Vergata, Rome, RM, Italy.; Department of Surgical Science, Policlinico Tor Vergata - University Tor Vergata, Rome, RM, Italy.<br /><searchLink fieldCode="AU" term="%22Nicola+V%22">Nicola V</searchLink>; Department of Mathematics and Informatics, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Alberti+M%22">Alberti M</searchLink>; Department of Mathematics and Informatics, University of Ferrara, Ferrara, FE, Italy.<br /><searchLink fieldCode="AU" term="%22Ortenzi+M%22">Ortenzi M</searchLink>; Department of General Surgery, Università Politecnica delle Marche, Ancona, AN, Italy.<br /><searchLink fieldCode="AU" term="%22Reddavid+R%22">Reddavid R</searchLink>; Division of Surgical Oncology and Digestive Surgery, Department of Oncology, San Luigi University Hospital, University of Turin, Orbassano, Turin, TN, Italy.<br /><searchLink fieldCode="AU" term="%22Azzolina+D%22">Azzolina D</searchLink>; Biostatistics and Clinical Trial Methodology Unit, Clinical Research Center DEMeTra, Department of Translational Medicine, University of Naples Federico II, Naples, Italy.
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