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Development and validation of machine learning tools for predicting postoperative complications in acute calculous cholecystitis.

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Title: Development and validation of machine learning tools for predicting postoperative complications in acute calculous cholecystitis.
Authors: Cicerone O; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy., Frassini S; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy., Gallotti A; Fondazione IRCCS Policlinico San Matteo, SC Radiologia, Pavia, Italy., Vanoli A; Fondazione IRCCS Policlinico San Matteo, SC Anatomia Patologica, Pavia, Italy., Ansaloni L; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy., Maestri M; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy. m.maestri@smatteo.pv.it.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy. m.maestri@smatteo.pv.it., Fugazzola P; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy., S P Ri M A C C; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy., Collaborative Group; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.
Source: Updates in surgery [Updates Surg] 2025 Dec 19. Date of Electronic Publication: 2025 Dec 19.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 101539818 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2038-3312 (Electronic) Linking ISSN: 2038131X NLM ISO Abbreviation: Updates Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Cicerone+O%22">Cicerone O</searchLink>; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.<br /><searchLink fieldCode="AU" term="%22Frassini+S%22">Frassini S</searchLink>; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.<br /><searchLink fieldCode="AU" term="%22Gallotti+A%22">Gallotti A</searchLink>; Fondazione IRCCS Policlinico San Matteo, SC Radiologia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Vanoli+A%22">Vanoli A</searchLink>; Fondazione IRCCS Policlinico San Matteo, SC Anatomia Patologica, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Ansaloni+L%22">Ansaloni L</searchLink>; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.<br /><searchLink fieldCode="AU" term="%22Maestri+M%22">Maestri M</searchLink>; Dipartimento di scienze clinico-chirurgiche, diagnostiche e pediatriche, University of Pavia, Pavia, Italy. m.maestri@smatteo.pv.it.; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy. m.maestri@smatteo.pv.it.<br /><searchLink fieldCode="AU" term="%22Fugazzola+P%22">Fugazzola P</searchLink>; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.<br /><searchLink fieldCode="AU" term="%22S+P+Ri+M+A+C+C%22">S P Ri M A C C</searchLink>; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.<br /><searchLink fieldCode="AU" term="%22Collaborative+Group%22">Collaborative Group</searchLink>; Fondazione IRCCS Policlinico San Matteo, SC Chirurgia Generale 1, P.le Golgi 19, Pavia, 27100, Italy.
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              Text: 2025 Dec 19
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