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Improving prediction of COVID-19 mortality using machine learning in the Spanish SEMI-COVID-19 registry.

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Title: Improving prediction of COVID-19 mortality using machine learning in the Spanish SEMI-COVID-19 registry.
Authors: Casas-Rojo JM; Internal Medicine Department, Infanta Cristina University Hospital, Parla, 28981, Madrid, Spain., Ventura PS; Department of Pediatric Endocrinology, Hospital HM Nens, HM Hospitales, 08009, Barcelona, Spain., Antón Santos JM; Internal Medicine Department, Hospital Universitario Infanta Cristina. Parla, Madrid, Spain., de Latierro AO; Data Scientist, Kaizen AI, Barcelona, Spain., Arévalo-Lorido JC; Internal Medicine Department, Complejo Hospitalario Universitario, Badajoz, Spain., Mauri M; Data Scientist, Kaizen AI, Barcelona, Spain., Rubio-Rivas M; Internal Medicine Department, Bellvitge University Hospital, Hospitalet de Llobregat, Barcelona, Spain., González-Vega R; Internal Medicine Department, Hospital Costa del Sol, Marbella, Málaga, Spain., Giner-Galvañ V; Internal Medicine Department, Hospital Universitario San Juan. San Juan de Alicante, Alicante, Spain., Otero Perpiñá B; Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain., Fonseca-Aizpuru E; Internal Medicine Department, Hospital Universitario de Cabueñes, Gijón, Asturias, Spain., Muiño A; Internal Medicine Department, Hospital Universitario Gregorio Marañón, Madrid, Spain., Del Corral-Beamonte E; Clinical Medicine Department, Hospital Royo Villanova, Saragossa, Spain., Gómez-Huelgas R; Internal Medicine Department, Regional University Hospital of Málaga, Biomedical Research Institute of Málaga (IBIMA), University of Málaga (UMA), Málaga, Spain., Arnalich-Fernández F; Internal Medicine Department, Hospital Universitario La Paz- Cantoblanco, Madrid, Spain., Llorente Barrio M; Internal Medicine Department, Hospital Universitario Miguel Servet, Saragossa, Spain., Sancha-Lloret A; Internal Medicine Department, Hospital Universitario La Princesa, Madrid, Spain., Rábago Lorite I; Internal Medicine Department, Hospital Universitario Infanta Sofía. San Sebastián de los Reyes, Madrid, Spain., Loureiro-Amigo J; Internal Medicine Department, Hospital Moisès Broggi, Sant Joan Despí, Barcelona, Spain., Pintos-Martínez S; Internal Medicine Department, Hospital Universitario de Sagunto, Puerto de Sagunto, Valencia, Spain., García-Sardón E; Internal Medicine Department, Hospital Universitario de Cáceres, Cáceres, Spain., Montaño-Martínez A; Internal Medicine Department, Hospital de Montilla, Córdoba, Spain., Rojano-Rivero MG; Internal Medicine Department, Hospital Infanta Elena, Huelva, Spain., Ramos-Rincón JM; Clinical Medicine Department, Miguel Hernandez University of Elche, 03550, Alicante, Spain. jramosrincon@gmail.com., López-Escobar A; Pediatrics Department, Clinical Research Unit, Hospital Universitario Vithas Madrid La Milagrosa, Fundación Vithas, Madrid, Spain. lopezea@vithas.es.
Corporate Authors: SEMI-COVID-19 Network
Source: Internal and emergency medicine [Intern Emerg Med] 2023 Sep; Vol. 18 (6), pp. 1711-1722. Date of Electronic Publication: 2023 Jun 22.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Italy NLM ID: 101263418 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1970-9366 (Electronic) Linking ISSN: 18280447 NLM ISO Abbreviation: Intern Emerg Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Improving prediction of COVID-19 mortality using machine learning in the Spanish SEMI-COVID-19 registry.
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  Data: <searchLink fieldCode="AU" term="%22Casas-Rojo+JM%22">Casas-Rojo JM</searchLink>; Internal Medicine Department, Infanta Cristina University Hospital, Parla, 28981, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Ventura+PS%22">Ventura PS</searchLink>; Department of Pediatric Endocrinology, Hospital HM Nens, HM Hospitales, 08009, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Antón+Santos+JM%22">Antón Santos JM</searchLink>; Internal Medicine Department, Hospital Universitario Infanta Cristina. Parla, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22de+Latierro+AO%22">de Latierro AO</searchLink>; Data Scientist, Kaizen AI, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Arévalo-Lorido+JC%22">Arévalo-Lorido JC</searchLink>; Internal Medicine Department, Complejo Hospitalario Universitario, Badajoz, Spain.<br /><searchLink fieldCode="AU" term="%22Mauri+M%22">Mauri M</searchLink>; Data Scientist, Kaizen AI, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Rubio-Rivas+M%22">Rubio-Rivas M</searchLink>; Internal Medicine Department, Bellvitge University Hospital, Hospitalet de Llobregat, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22González-Vega+R%22">González-Vega R</searchLink>; Internal Medicine Department, Hospital Costa del Sol, Marbella, Málaga, Spain.<br /><searchLink fieldCode="AU" term="%22Giner-Galvañ+V%22">Giner-Galvañ V</searchLink>; Internal Medicine Department, Hospital Universitario San Juan. San Juan de Alicante, Alicante, Spain.<br /><searchLink fieldCode="AU" term="%22Otero+Perpiñá+B%22">Otero Perpiñá B</searchLink>; Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Fonseca-Aizpuru+E%22">Fonseca-Aizpuru E</searchLink>; Internal Medicine Department, Hospital Universitario de Cabueñes, Gijón, Asturias, Spain.<br /><searchLink fieldCode="AU" term="%22Muiño+A%22">Muiño A</searchLink>; Internal Medicine Department, Hospital Universitario Gregorio Marañón, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Del+Corral-Beamonte+E%22">Del Corral-Beamonte E</searchLink>; Clinical Medicine Department, Hospital Royo Villanova, Saragossa, Spain.<br /><searchLink fieldCode="AU" term="%22Gómez-Huelgas+R%22">Gómez-Huelgas R</searchLink>; Internal Medicine Department, Regional University Hospital of Málaga, Biomedical Research Institute of Málaga (IBIMA), University of Málaga (UMA), Málaga, Spain.<br /><searchLink fieldCode="AU" term="%22Arnalich-Fernández+F%22">Arnalich-Fernández F</searchLink>; Internal Medicine Department, Hospital Universitario La Paz- Cantoblanco, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Llorente+Barrio+M%22">Llorente Barrio M</searchLink>; Internal Medicine Department, Hospital Universitario Miguel Servet, Saragossa, Spain.<br /><searchLink fieldCode="AU" term="%22Sancha-Lloret+A%22">Sancha-Lloret A</searchLink>; Internal Medicine Department, Hospital Universitario La Princesa, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Rábago+Lorite+I%22">Rábago Lorite I</searchLink>; Internal Medicine Department, Hospital Universitario Infanta Sofía. San Sebastián de los Reyes, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Loureiro-Amigo+J%22">Loureiro-Amigo J</searchLink>; Internal Medicine Department, Hospital Moisès Broggi, Sant Joan Despí, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Pintos-Martínez+S%22">Pintos-Martínez S</searchLink>; Internal Medicine Department, Hospital Universitario de Sagunto, Puerto de Sagunto, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22García-Sardón+E%22">García-Sardón E</searchLink>; Internal Medicine Department, Hospital Universitario de Cáceres, Cáceres, Spain.<br /><searchLink fieldCode="AU" term="%22Montaño-Martínez+A%22">Montaño-Martínez A</searchLink>; Internal Medicine Department, Hospital de Montilla, Córdoba, Spain.<br /><searchLink fieldCode="AU" term="%22Rojano-Rivero+MG%22">Rojano-Rivero MG</searchLink>; Internal Medicine Department, Hospital Infanta Elena, Huelva, Spain.<br /><searchLink fieldCode="AU" term="%22Ramos-Rincón+JM%22">Ramos-Rincón JM</searchLink>; Clinical Medicine Department, Miguel Hernandez University of Elche, 03550, Alicante, Spain. jramosrincon@gmail.com.<br /><searchLink fieldCode="AU" term="%22López-Escobar+A%22">López-Escobar A</searchLink>; Pediatrics Department, Clinical Research Unit, Hospital Universitario Vithas Madrid La Milagrosa, Fundación Vithas, Madrid, Spain. lopezea@vithas.es.
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  Data: <searchLink fieldCode="CA" term="%22SEMI-COVID-19+Network%22">SEMI-COVID-19 Network</searchLink>
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  Data: <searchLink fieldCode="JN" term="%22101263418%22">Internal and emergency medicine</searchLink> [Intern Emerg Med] 2023 Sep; Vol. 18 (6), pp. 1711-1722. <i>Date of Electronic Publication: </i>2023 Jun 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Italy <i>NLM ID: </i>101263418 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1970-9366 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218280447%22">18280447 </searchLink><i>NLM ISO Abbreviation: </i>Intern Emerg Med <i>Subsets: </i>MEDLINE
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