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Precision medicine and machine learning to predict critical disease and death due to Coronavirus disease 2019 (COVID-19).

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Title: Precision medicine and machine learning to predict critical disease and death due to Coronavirus disease 2019 (COVID-19).
Authors: Júnior WLDT; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: drwaltontedesco@gmail.com., Danelli T; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: tiago.danelli2019@uel.br., Tano ZN; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: zntanno@terra.com.br., Cassela PLCS; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: pedro.luis.candido@uel.br., Trigo GL; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: guilherme.lerner@uel.br., Cardoso KM; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: kaue.moraiscardoso@uel.br., Loni LP; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: livia.padovam.loni@uel.br., Ahrens TM; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: tainah.m.ahrens@uel.br., Espinosa BR; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: beatriz.rabello@uel.br., Fernandes AJ; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: alvaro.fernandesmd@uel.br., Almeida ERD; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: elainedelicato@uel.br., Lozovoy MAB; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: lozovoy@uel.br., Reiche EMV; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Pontifical Catholic University of Paraná, School of Medicine, Campus Londrina, Londrina, Paraná, Brazil. Electronic address: reiche@sercomtel.com.br., Maes M; Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China. Electronic address: dr.michaelmaes@hotmail.com., Simão ANC; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: deianame@uel.br.
Source: Human immunology [Hum Immunol] 2025 Jul; Vol. 86 (4), pp. 111337. Date of Electronic Publication: 2025 Jun 16.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier/North-Holland Country of Publication: United States NLM ID: 8010936 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1166 (Electronic) Linking ISSN: 01988859 NLM ISO Abbreviation: Hum Immunol Subsets: MEDLINE
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  Data: Precision medicine and machine learning to predict critical disease and death due to Coronavirus disease 2019 (COVID-19).
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  Data: <searchLink fieldCode="AU" term="%22Júnior+WLDT%22">Júnior WLDT</searchLink>; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: drwaltontedesco@gmail.com.<br /><searchLink fieldCode="AU" term="%22Danelli+T%22">Danelli T</searchLink>; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: tiago.danelli2019@uel.br.<br /><searchLink fieldCode="AU" term="%22Tano+ZN%22">Tano ZN</searchLink>; Infectious Diseases Unit, Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. Electronic address: zntanno@terra.com.br.<br /><searchLink fieldCode="AU" term="%22Cassela+PLCS%22">Cassela PLCS</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: pedro.luis.candido@uel.br.<br /><searchLink fieldCode="AU" term="%22Trigo+GL%22">Trigo GL</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: guilherme.lerner@uel.br.<br /><searchLink fieldCode="AU" term="%22Cardoso+KM%22">Cardoso KM</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: kaue.moraiscardoso@uel.br.<br /><searchLink fieldCode="AU" term="%22Loni+LP%22">Loni LP</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: livia.padovam.loni@uel.br.<br /><searchLink fieldCode="AU" term="%22Ahrens+TM%22">Ahrens TM</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: tainah.m.ahrens@uel.br.<br /><searchLink fieldCode="AU" term="%22Espinosa+BR%22">Espinosa BR</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: beatriz.rabello@uel.br.<br /><searchLink fieldCode="AU" term="%22Fernandes+AJ%22">Fernandes AJ</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil. Electronic address: alvaro.fernandesmd@uel.br.<br /><searchLink fieldCode="AU" term="%22Almeida+ERD%22">Almeida ERD</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: elainedelicato@uel.br.<br /><searchLink fieldCode="AU" term="%22Lozovoy+MAB%22">Lozovoy MAB</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: lozovoy@uel.br.<br /><searchLink fieldCode="AU" term="%22Reiche+EMV%22">Reiche EMV</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Pontifical Catholic University of Paraná, School of Medicine, Campus Londrina, Londrina, Paraná, Brazil. Electronic address: reiche@sercomtel.com.br.<br /><searchLink fieldCode="AU" term="%22Maes+M%22">Maes M</searchLink>; Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China. Electronic address: dr.michaelmaes@hotmail.com.<br /><searchLink fieldCode="AU" term="%22Simão+ANC%22">Simão ANC</searchLink>; Laboratory of Research in Applied Immunology, University Hospital of Londrina, University of Londrina, Londrina, Paraná, Brazil; Department of Pathology, Clinical Analysis and Toxicology, Health Sciences Center, University of Londrina, Londrina, Paraná, Brazil. Electronic address: deianame@uel.br.
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  Data: <searchLink fieldCode="JN" term="%228010936%22">Human immunology</searchLink> [Hum Immunol] 2025 Jul; Vol. 86 (4), pp. 111337. <i>Date of Electronic Publication: </i>2025 Jun 16.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%2FNorth-Holland%22">Elsevier/North-Holland </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8010936 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-1166 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201988859%22">01988859 </searchLink><i>NLM ISO Abbreviation: </i>Hum Immunol <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.humimm.2025.111337
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      – Code: eng
        Text: English
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        StartPage: 111337
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              Text: 2025 Jul
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