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Deploying unsupervised clustering analysis to derive clinical phenotypes and risk factors associated with mortality risk in 2022 critically ill patients with COVID-19 in Spain.

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Title: Deploying unsupervised clustering analysis to derive clinical phenotypes and risk factors associated with mortality risk in 2022 critically ill patients with COVID-19 in Spain.
Authors: Rodríguez A; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain. ahr1161@yahoo.es.; CIBERESUCICOVID, Barcelona, Spain. ahr1161@yahoo.es., Ruiz-Botella M; Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, Tarragona, Spain., Martín-Loeches I; Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland., Jimenez Herrera M; Dean Nursing Faculty, Universitat Rovira i Virgili, Tarragona, Spain., Solé-Violan J; ICU Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain., Gómez J; Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, Tarragona, Spain., Bodí M; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain.; CIBERESUCICOVID, Barcelona, Spain., Trefler S; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain., Papiol E; ICU Hospital Universitario Vall d'Hebron, Barcelona, Spain., Díaz E; ICU Hospital Parc Tauli, Sabadell, Spain., Suberviola B; ICU Hospital Marqués de Valdecilla, Santander, Spain., Vallverdu M; ICU Hospital Universitario Arnau de Vilanova, Lleida, Spain., Mayor-Vázquez E; ICU Hospital Verge de la Cinta, Tortosa, Spain., Albaya Moreno A; ICU Hospital Universitario de Guadalajara, Guadalajara, Spain., Canabal Berlanga A; ICU Hospital de La Princesa, Madrid, Spain., Sánchez M; ICU Hospital Clinico San Carlos, Madrid, Spain., Del Valle Ortíz M; ICU Hospital Universitario de Burgos, Burgos, Spain., Ballesteros JC; ICU Hospital Clínico de Salamanca, Salamanca, Spain., Martín Iglesias L; ICU Hospital Universitario Central de Asturias, Oviedo, Spain., Marín-Corral J; ICU Hospital del Mar, Barcelona, Spain., López Ramos E; ICU Hospital Príncipe de Asturias, Alcalá de Henares, Spain., Hidalgo Valverde V; ICU Hospital Complejo Asistencial de Segovia, Segovia, Spain., Vidaur Tello LV; ICU Hospital Universitario de Donostia, Donosia, Spain., Sancho Chinesta S; ICU Hospital Universitario y Politécnico La Fe, Valencia, Spain., Gonzáles de Molina FJ; ICU Hospital Universitario de Terrasa, Terrasa, Spain., Herrero García S; ICU Hospital Clínico Universitario Lozano Blesa, Zaragoza, Spain., Sena Pérez CC; ICU Hospital Nuestra Señora del Prado, Talavera de la Reina, Spain., Pozo Laderas JC; ICU Hospital Universitario Reina Sofía, Córdoba, Spain., Rodríguez García R; ICU Complejo Hospitalario Universitario a Coruña, A Coruña, Spain., Estella A; ICU Hospital Universitario de Jerez, Jerez de la Frontera, Spain., Ferrer R; ICU Hospital Universitario Vall d'Hebron, Barcelona, Spain.
Corporate Authors: COVID-19 SEMICYUC Working Group
Source: Critical care (London, England) [Crit Care] 2021 Feb 15; Vol. 25 (1), pp. 63. Date of Electronic Publication: 2021 Feb 15.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 9801902 Publication Model: Electronic Cited Medium: Internet ISSN: 1466-609X (Electronic) Linking ISSN: 13648535 NLM ISO Abbreviation: Crit Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deploying unsupervised clustering analysis to derive clinical phenotypes and risk factors associated with mortality risk in 2022 critically ill patients with COVID-19 in Spain.
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  Data: <searchLink fieldCode="AU" term="%22Rodríguez+A%22">Rodríguez A</searchLink>; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain. ahr1161@yahoo.es.; CIBERESUCICOVID, Barcelona, Spain. ahr1161@yahoo.es.<br /><searchLink fieldCode="AU" term="%22Ruiz-Botella+M%22">Ruiz-Botella M</searchLink>; Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, 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's Hospital, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Jimenez+Herrera+M%22">Jimenez Herrera M</searchLink>; Dean Nursing Faculty, Universitat Rovira i Virgili, Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Solé-Violan+J%22">Solé-Violan J</searchLink>; ICU Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain.<br /><searchLink fieldCode="AU" term="%22Gómez+J%22">Gómez J</searchLink>; Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Bodí+M%22">Bodí M</searchLink>; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain.; CIBERESUCICOVID, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Trefler+S%22">Trefler S</searchLink>; ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain.<br /><searchLink fieldCode="AU" term="%22Papiol+E%22">Papiol E</searchLink>; ICU Hospital Universitario Vall d'Hebron, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Díaz+E%22">Díaz E</searchLink>; ICU Hospital Parc Tauli, Sabadell, Spain.<br /><searchLink fieldCode="AU" term="%22Suberviola+B%22">Suberviola B</searchLink>; ICU Hospital Marqués de Valdecilla, Santander, Spain.<br /><searchLink fieldCode="AU" term="%22Vallverdu+M%22">Vallverdu M</searchLink>; ICU Hospital Universitario Arnau de Vilanova, Lleida, Spain.<br /><searchLink fieldCode="AU" term="%22Mayor-Vázquez+E%22">Mayor-Vázquez E</searchLink>; ICU Hospital Verge de la Cinta, Tortosa, Spain.<br /><searchLink fieldCode="AU" term="%22Albaya+Moreno+A%22">Albaya Moreno A</searchLink>; ICU Hospital Universitario de Guadalajara, Guadalajara, Spain.<br /><searchLink fieldCode="AU" term="%22Canabal+Berlanga+A%22">Canabal Berlanga A</searchLink>; ICU Hospital de La Princesa, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Sánchez+M%22">Sánchez M</searchLink>; ICU Hospital Clinico San Carlos, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Del+Valle+Ortíz+M%22">Del Valle Ortíz M</searchLink>; ICU Hospital Universitario de Burgos, Burgos, Spain.<br /><searchLink fieldCode="AU" term="%22Ballesteros+JC%22">Ballesteros JC</searchLink>; ICU Hospital Clínico de Salamanca, Salamanca, Spain.<br /><searchLink fieldCode="AU" term="%22Martín+Iglesias+L%22">Martín Iglesias L</searchLink>; ICU Hospital Universitario Central de Asturias, Oviedo, Spain.<br /><searchLink fieldCode="AU" term="%22Marín-Corral+J%22">Marín-Corral J</searchLink>; ICU Hospital del Mar, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22López+Ramos+E%22">López Ramos E</searchLink>; ICU Hospital Príncipe de Asturias, Alcalá de Henares, Spain.<br /><searchLink fieldCode="AU" term="%22Hidalgo+Valverde+V%22">Hidalgo Valverde V</searchLink>; ICU Hospital Complejo Asistencial de Segovia, Segovia, Spain.<br /><searchLink fieldCode="AU" term="%22Vidaur+Tello+LV%22">Vidaur Tello LV</searchLink>; ICU Hospital Universitario de Donostia, Donosia, Spain.<br /><searchLink fieldCode="AU" term="%22Sancho+Chinesta+S%22">Sancho Chinesta S</searchLink>; ICU Hospital Universitario y Politécnico La Fe, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Gonzáles+de+Molina+FJ%22">Gonzáles de Molina FJ</searchLink>; ICU Hospital Universitario de Terrasa, Terrasa, Spain.<br /><searchLink fieldCode="AU" term="%22Herrero+García+S%22">Herrero García S</searchLink>; ICU Hospital Clínico Universitario Lozano Blesa, Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Sena+Pérez+CC%22">Sena Pérez CC</searchLink>; ICU Hospital Nuestra Señora del Prado, Talavera de la Reina, Spain.<br /><searchLink fieldCode="AU" term="%22Pozo+Laderas+JC%22">Pozo Laderas JC</searchLink>; ICU Hospital Universitario Reina Sofía, Córdoba, Spain.<br /><searchLink fieldCode="AU" term="%22Rodríguez+García+R%22">Rodríguez García R</searchLink>; ICU Complejo Hospitalario Universitario a Coruña, A Coruña, Spain.<br /><searchLink fieldCode="AU" term="%22Estella+A%22">Estella A</searchLink>; ICU Hospital Universitario de Jerez, Jerez de la Frontera, Spain.<br /><searchLink fieldCode="AU" term="%22Ferrer+R%22">Ferrer R</searchLink>; ICU Hospital Universitario Vall d'Hebron, Barcelona, Spain.
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  Data: <searchLink fieldCode="CA" term="%22COVID-19+SEMICYUC+Working+Group%22">COVID-19 SEMICYUC Working Group</searchLink>
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  Data: <searchLink fieldCode="JN" term="%229801902%22">Critical care (London, England)</searchLink> [Crit Care] 2021 Feb 15; Vol. 25 (1), pp. 63. <i>Date of Electronic Publication: </i>2021 Feb 15.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central+Ltd%22">BioMed Central Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9801902 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1466-609X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213648535%22">13648535 </searchLink><i>NLM ISO Abbreviation: </i>Crit Care <i>Subsets: </i>MEDLINE
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