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Machine learning for the rElapse risk eValuation in acute biliary pancreatitis: The deep learning MINERVA study protocol.

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Title: Machine learning for the rElapse risk eValuation in acute biliary pancreatitis: The deep learning MINERVA study protocol.
Authors: Podda M; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy. mauro.podda@unica.it., Pisanu A; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy., Pellino G; Department of Advanced Medical and Surgical Sciences, Università Degli Studi Della Campania 'Luigi Vanvitelli', Naples, Italy.; Colorectal Surgery, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona UAB, Barcelona, Spain., De Simone A; Department of Public Health, University of Naples Federico II, Naples, Italy., Selvaggi L; Department of Advanced Medical and Surgical Sciences, Università Degli Studi Della Campania 'Luigi Vanvitelli', Naples, Italy., Murzi V; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy., Locci E; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy., Rottoli M; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy., Calini G; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy., Cardelli S; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy., Catena F; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy., Vallicelli C; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy., Bova R; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy., Vigutto G; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy., D'Acapito F; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy., Ercolani G; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy., Solaini L; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy., Biloslavo A; General Surgery Department, Trieste University Hospital, Trieste, Italy., Germani P; General Surgery Department, Trieste University Hospital, Trieste, Italy., Colutta C; General Surgery Department, Trieste University Hospital, Trieste, Italy., Occhionorelli S; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy., Lacavalla D; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy., Sibilla MG; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy., Olmi S; Università Vita-Salute San Raffaele, Milan, Italy.; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy., Uccelli M; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy., Oldani A; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy., Giordano A; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy., Guagni T; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy., Perini D; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy., Pata F; Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, 87036, Italy.; Azienda Ospedaliera Annunziata, Cosenza, Italy., Nardo B; Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, 87036, Italy.; Azienda Ospedaliera Annunziata, Cosenza, Italy., Paglione D; Azienda Ospedaliera Annunziata, Cosenza, Italy., Franco G; Azienda Ospedaliera Annunziata, Cosenza, Italy., Donadon M; Department of Health Sciences, University of Piemonte Orientale, Novara, Italy., Di Martino M; Department of Health Sciences, University of Piemonte Orientale, Novara, Italy., Bruzzese D; Department of Public Health, University of Naples Federico II, Naples, Italy., Pacella D; Department of Public Health, University of Naples Federico II, Naples, Italy.
Source: World journal of emergency surgery : WJES [World J Emerg Surg] 2025 Mar 03; Vol. 20 (1), pp. 17. Date of Electronic Publication: 2025 Mar 03.
Publication Type: Clinical Trial Protocol; Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101266603 Publication Model: Electronic Cited Medium: Internet ISSN: 1749-7922 (Electronic) Linking ISSN: 17497922 NLM ISO Abbreviation: World J Emerg Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning for the rElapse risk eValuation in acute biliary pancreatitis: The deep learning MINERVA study protocol.
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  Data: <searchLink fieldCode="AU" term="%22Podda+M%22">Podda M</searchLink>; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy. mauro.podda@unica.it.<br /><searchLink fieldCode="AU" term="%22Pisanu+A%22">Pisanu A</searchLink>; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Pellino+G%22">Pellino G</searchLink>; Department of Advanced Medical and Surgical Sciences, Università Degli Studi Della Campania 'Luigi Vanvitelli', Naples, Italy.; Colorectal Surgery, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona UAB, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22De+Simone+A%22">De Simone A</searchLink>; Department of Public Health, University of Naples Federico II, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Selvaggi+L%22">Selvaggi L</searchLink>; Department of Advanced Medical and Surgical Sciences, Università Degli Studi Della Campania 'Luigi Vanvitelli', Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Murzi+V%22">Murzi V</searchLink>; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Locci+E%22">Locci E</searchLink>; Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Rottoli+M%22">Rottoli M</searchLink>; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Calini+G%22">Calini G</searchLink>; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Cardelli+S%22">Cardelli S</searchLink>; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Catena+F%22">Catena F</searchLink>; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy.<br /><searchLink fieldCode="AU" term="%22Vallicelli+C%22">Vallicelli C</searchLink>; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy.<br /><searchLink fieldCode="AU" term="%22Bova+R%22">Bova R</searchLink>; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy.<br /><searchLink fieldCode="AU" term="%22Vigutto+G%22">Vigutto G</searchLink>; Department of General and Emergency Surgery, Bufalini Hospital-Level 1 Trauma Center, Cesena, Italy.<br /><searchLink fieldCode="AU" term="%22D'Acapito+F%22">D'Acapito F</searchLink>; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy.<br /><searchLink fieldCode="AU" term="%22Ercolani+G%22">Ercolani G</searchLink>; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy.<br /><searchLink fieldCode="AU" term="%22Solaini+L%22">Solaini L</searchLink>; Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Forlì, Italy.<br /><searchLink fieldCode="AU" term="%22Biloslavo+A%22">Biloslavo A</searchLink>; General Surgery Department, Trieste University Hospital, Trieste, Italy.<br /><searchLink fieldCode="AU" term="%22Germani+P%22">Germani P</searchLink>; General Surgery Department, Trieste University Hospital, Trieste, Italy.<br /><searchLink fieldCode="AU" term="%22Colutta+C%22">Colutta C</searchLink>; General Surgery Department, Trieste University Hospital, Trieste, Italy.<br /><searchLink fieldCode="AU" term="%22Occhionorelli+S%22">Occhionorelli S</searchLink>; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy.<br /><searchLink fieldCode="AU" term="%22Lacavalla+D%22">Lacavalla D</searchLink>; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy.<br /><searchLink fieldCode="AU" term="%22Sibilla+MG%22">Sibilla MG</searchLink>; Emergency Surgery Department, Ferrara University Hospital, Ferrara, Italy.<br /><searchLink fieldCode="AU" term="%22Olmi+S%22">Olmi S</searchLink>; Università Vita-Salute San Raffaele, Milan, Italy.; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy.<br /><searchLink fieldCode="AU" term="%22Uccelli+M%22">Uccelli M</searchLink>; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy.<br /><searchLink fieldCode="AU" term="%22Oldani+A%22">Oldani A</searchLink>; Department of General and Oncological Surgery, Minimally Invasive Surgery Center, San Marco Hospital GSD, Bergamo, Zingonia, Italy.<br /><searchLink fieldCode="AU" term="%22Giordano+A%22">Giordano A</searchLink>; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Guagni+T%22">Guagni T</searchLink>; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Perini+D%22">Perini D</searchLink>; Unit of Emergency Surgery, Careggi University Hospital, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Pata+F%22">Pata F</searchLink>; Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, 87036, Italy.; Azienda Ospedaliera Annunziata, Cosenza, Italy.<br /><searchLink fieldCode="AU" term="%22Nardo+B%22">Nardo B</searchLink>; Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, 87036, Italy.; Azienda Ospedaliera Annunziata, Cosenza, Italy.<br /><searchLink fieldCode="AU" term="%22Paglione+D%22">Paglione D</searchLink>; Azienda Ospedaliera Annunziata, Cosenza, Italy.<br /><searchLink fieldCode="AU" term="%22Franco+G%22">Franco G</searchLink>; Azienda Ospedaliera Annunziata, Cosenza, Italy.<br /><searchLink fieldCode="AU" term="%22Donadon+M%22">Donadon M</searchLink>; Department of Health Sciences, University of Piemonte Orientale, Novara, Italy.<br /><searchLink fieldCode="AU" term="%22Di+Martino+M%22">Di Martino M</searchLink>; Department of Health Sciences, University of Piemonte Orientale, Novara, Italy.<br /><searchLink fieldCode="AU" term="%22Bruzzese+D%22">Bruzzese D</searchLink>; Department of Public Health, University of Naples Federico II, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Pacella+D%22">Pacella D</searchLink>; Department of Public Health, University of Naples Federico II, Naples, Italy.
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  Data: <searchLink fieldCode="JN" term="%22101266603%22">World journal of emergency surgery : WJES</searchLink> [World J Emerg Surg] 2025 Mar 03; Vol. 20 (1), pp. 17. <i>Date of Electronic Publication: </i>2025 Mar 03.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101266603 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1749-7922 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217497922%22">17497922 </searchLink><i>NLM ISO Abbreviation: </i>World J Emerg Surg <i>Subsets: </i>MEDLINE
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