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A Machine Learning Approach to Determine Risk Factors for Respiratory Bacterial/Fungal Coinfection in Critically Ill Patients with Influenza and SARS-CoV-2 Infection: A Spanish Perspective.

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Title: A Machine Learning Approach to Determine Risk Factors for Respiratory Bacterial/Fungal Coinfection in Critically Ill Patients with Influenza and SARS-CoV-2 Infection: A Spanish Perspective.
Authors: Rodríguez A; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.; Centre for Biomedical Research Network Respiratory Diseases (CIBERES), 43005 Tarragona, Spain., Gómez J; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Technical Secretary's Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain., Martín-Loeches I; Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St James' Hospita, D08 NHY1 Dublin, Ireland., Claverias L; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain., Díaz E; Critical Care Department, Hospital Universitari Parc Tauli, 08208 Sabadell, Spain.; Medicine Faculty, Universitat Autónoma de Barcelona, 08193 Sabadell, Spain., Zaragoza R; Critical Care Department, Hospital Dr. Peset, 46017 Valencia, Spain., Borges-Sa M; Critical Care Department, Hospital Son Llatzer, 07198 Palma de Mallorca, Spain., Gómez-Bertomeu F; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.; Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain.; Center for Biomedical Research in Infectious Diseases Network (CIBERINFEC), 28220 Madrid, Spain., Franquet Á; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Technical Secretary's Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain., Trefler S; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain., González Garzón C; Postgrado Medicina Crítica y Cuidado Intensivo, Facultad de Medicina, Fundación Universitari Ciencias de la Salud, Distrito Especial, Cra. 54 No.67A-80, Bogotá 111221, Colombia., Cortés L; Postgrado Medicina Crítica y Cuidado Intensivo, Facultad de Medicina, Fundación Universitari Ciencias de la Salud, Distrito Especial, Cra. 54 No.67A-80, Bogotá 111221, Colombia., Alés F; Internal Medicine Department, Hospital Dr. Alejandro Gutiérrez, Venado Tuerto S2600, Argentina., Sancho S; Critical Care Department, Hospital Universitrio y Politécnico La Fe, 46026 Valencia, Spain., Solé-Violán J; Critical Care Department, Hospital Dr. Negrin, 35010 Las Palmas de Gran Canaria, Spain., Estella Á; Critical Care Department, University Hospital of Jerez, INIBiCA, 11407 Jerez, Spain.; Faculty of Medicine, University of Cádiz, 11407 Jerez, Spain., Berrueta J; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Tarragona Health Data Research Working Group (THeDaR), 43005 Tarragona, Spain., García-Martínez A; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Tarragona Health Data Research Working Group (THeDaR), 43005 Tarragona, Spain., Suberviola B; Critical Care Department, Hospital Universitario Marqués de Valdecilla, 39008 Santander, Spain., Guardiola JJ; Robley Rex VA Medical Center, University of Louisville, Louisville, KY 40202, USA., Bodí M; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.
Corporate Authors: GETGAG/COVID-19 SEMICYUC Working Group
Source: Antibiotics (Basel, Switzerland) [Antibiotics (Basel)] 2024 Oct 14; Vol. 13 (10). Date of Electronic Publication: 2024 Oct 14.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101637404 Publication Model: Electronic Cited Medium: Print ISSN: 2079-6382 (Print) Linking ISSN: 20796382 NLM ISO Abbreviation: Antibiotics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: A Machine Learning Approach to Determine Risk Factors for Respiratory Bacterial/Fungal Coinfection in Critically Ill Patients with Influenza and SARS-CoV-2 Infection: A Spanish Perspective.
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  Data: <searchLink fieldCode="AU" term="%22Rodríguez+A%22">Rodríguez A</searchLink>; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.; Centre for Biomedical Research Network Respiratory Diseases (CIBERES), 43005 Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Gómez+J%22">Gómez J</searchLink>; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Technical Secretary's Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Martín-Loeches+I%22">Martín-Loeches I</searchLink>; Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St James' Hospita, D08 NHY1 Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Claverias+L%22">Claverias L</searchLink>; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Díaz+E%22">Díaz E</searchLink>; Critical Care Department, Hospital Universitari Parc Tauli, 08208 Sabadell, Spain.; Medicine Faculty, Universitat Autónoma de Barcelona, 08193 Sabadell, Spain.<br /><searchLink fieldCode="AU" term="%22Zaragoza+R%22">Zaragoza R</searchLink>; Critical Care Department, Hospital Dr. Peset, 46017 Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Borges-Sa+M%22">Borges-Sa M</searchLink>; Critical Care Department, Hospital Son Llatzer, 07198 Palma de Mallorca, Spain.<br /><searchLink fieldCode="AU" term="%22Gómez-Bertomeu+F%22">Gómez-Bertomeu F</searchLink>; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.; Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain.; Center for Biomedical Research in Infectious Diseases Network (CIBERINFEC), 28220 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Franquet+Á%22">Franquet Á</searchLink>; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Technical Secretary's Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Trefler+S%22">Trefler S</searchLink>; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22González+Garzón+C%22">González Garzón C</searchLink>; Postgrado Medicina Crítica y Cuidado Intensivo, Facultad de Medicina, Fundación Universitari Ciencias de la Salud, Distrito Especial, Cra. 54 No.67A-80, Bogotá 111221, Colombia.<br /><searchLink fieldCode="AU" term="%22Cortés+L%22">Cortés L</searchLink>; Postgrado Medicina Crítica y Cuidado Intensivo, Facultad de Medicina, Fundación Universitari Ciencias de la Salud, Distrito Especial, Cra. 54 No.67A-80, Bogotá 111221, Colombia.<br /><searchLink fieldCode="AU" term="%22Alés+F%22">Alés F</searchLink>; Internal Medicine Department, Hospital Dr. Alejandro Gutiérrez, Venado Tuerto S2600, Argentina.<br /><searchLink fieldCode="AU" term="%22Sancho+S%22">Sancho S</searchLink>; 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Critical Care Department, Hospital Universitario Marqués de Valdecilla, 39008 Santander, Spain.<br /><searchLink fieldCode="AU" term="%22Guardiola+JJ%22">Guardiola JJ</searchLink>; Robley Rex VA Medical Center, University of Louisville, Louisville, KY 40202, USA.<br /><searchLink fieldCode="AU" term="%22Bodí+M%22">Bodí M</searchLink>; Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain.; Faculty of Medicine, Universitat Rovira & Virgili, 43005 Tarragona, Spain.; Pere Virgili Health Research Institute, 43005 Tarragona, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101637404%22">Antibiotics (Basel, Switzerland)</searchLink> [Antibiotics (Basel)] 2024 Oct 14; Vol. 13 (10). <i>Date of Electronic Publication: </i>2024 Oct 14.
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