Machine Learning analysis of functional outcome and hemodynamic parameters during stroke thrombectomy under general anesthesia.

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Title: Machine Learning analysis of functional outcome and hemodynamic parameters during stroke thrombectomy under general anesthesia.
Authors: Rapido F; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France. Electronic address: francesca.rapido@gmail.com., Pensier J; Department of Anesthesia and Critical Care Medicine, Saint Eloi University Hospital, Montpellier, France., Salvignol G; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France., Duflos C; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France., Herman F; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France., Cagnazzo F; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France., Aceto P; Department of Emergency, Anesthesiology, and Critical Care Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Department of Basic Biotechnological Sciences, Intensive and and Perioperative Clinics, Università Cattolica del Sacro Cuore, Rome, Italy., Fendeleur J; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France., Nassiri C; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France., Radu R; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France., Perrigault PF; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France., Marchi N; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France., Costalat V; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France., Chanques G; Department of Anesthesia and Critical Care Medicine, Saint Eloi University Hospital, Montpellier, France; PhyMedExp, INSERM, CNRS, University of Montpellier, Montpellier, France.
Source: Anaesthesia, critical care & pain medicine [Anaesth Crit Care Pain Med] 2026 May; Vol. 45 (3), pp. 101665. Date of Electronic Publication: 2025 Nov 07.
Publication Type: Journal Article
Journal Info: Publisher: Published by Elsevier Masson SAS on behalf of the Société française d'anesthésie et de réanimation (Sfar) Country of Publication: France NLM ID: 101652401 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2352-5568 (Electronic) Linking ISSN: 23525568 NLM ISO Abbreviation: Anaesth Crit Care Pain Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Rapido+F%22">Rapido F</searchLink>; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France. Electronic address: francesca.rapido@gmail.com.<br /><searchLink fieldCode="AU" term="%22Pensier+J%22">Pensier J</searchLink>; Department of Anesthesia and Critical Care Medicine, Saint Eloi University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Salvignol+G%22">Salvignol G</searchLink>; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Duflos+C%22">Duflos C</searchLink>; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Herman+F%22">Herman F</searchLink>; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Cagnazzo+F%22">Cagnazzo F</searchLink>; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Aceto+P%22">Aceto P</searchLink>; Department of Emergency, Anesthesiology, and Critical Care Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Department of Basic Biotechnological Sciences, Intensive and and Perioperative Clinics, Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Fendeleur+J%22">Fendeleur J</searchLink>; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Nassiri+C%22">Nassiri C</searchLink>; Clinical Research and Epidemiology Unit, La Colombière University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Radu+R%22">Radu R</searchLink>; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Perrigault+PF%22">Perrigault PF</searchLink>; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France; Department of Anesthesia and Critical Care Medicine, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Marchi+N%22">Marchi N</searchLink>; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Costalat+V%22">Costalat V</searchLink>; Institute of Functional Genomics, UMR 5203, CNRS, INSERM 1191, University of Montpellier, Montpellier, France; Department of Neuroradiology, Gui de Chauliac University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Chanques+G%22">Chanques G</searchLink>; Department of Anesthesia and Critical Care Medicine, Saint Eloi University Hospital, Montpellier, France; PhyMedExp, INSERM, CNRS, University of Montpellier, Montpellier, France.
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