Machine-learning-derived predictive score for early estimation of COVID-19 mortality risk in hospitalized patients

• Alba González-Cebrián ,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: algonceb@upv.es

  Affiliation Multivariate Statistical Engineering Group, Department of Applied Statistics and Operational Research and Quality, Universitat Politècnica de València, València, España

  https://orcid.org/0000-0002-7519-4917

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• Joan Borràs-Ferrís,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization

  Affiliation Multivariate Statistical Engineering Group, Department of Applied Statistics and Operational Research and Quality, Universitat Politècnica de València, València, España

  https://orcid.org/0000-0001-6066-8836

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• Juan Pablo Ordovás-Baines,

  Roles Conceptualization, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Pharmacy Service, Hospital Universitario Dr. Peset, València, España

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• Marta Hermenegildo-Caudevilla,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Pharmacy Service, Hospital Universitario Dr. Peset, València, España

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• Mónica Climente-Marti,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Pharmacy Service, Hospital Universitario Dr. Peset, València, España

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• Sonia Tarazona,

  Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Multivariate Statistical Engineering Group, Department of Applied Statistics and Operational Research and Quality, Universitat Politècnica de València, València, España

  https://orcid.org/0000-0001-5346-1407

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• Raffaele Vitale,

  Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Univ. Lille, CNRS, LASIRE - UMR 8516 - Laboratory of Advanced Spectroscopy for Interaction, Reactivity and Environmental Studies, Lille, France

  https://orcid.org/0000-0002-7497-1673

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• Daniel Palací-López,

  Roles Methodology

  Affiliation Multivariate Statistical Engineering Group, Department of Applied Statistics and Operational Research and Quality, Universitat Politècnica de València, València, España

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• Jesús Francisco Sierra-Sánchez,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Pharmacy Service, Hospital Universitario Jerez de la Frontera, Área de Gestión Sanitaria Jerez-Costa Noroeste y Sierra de Cádiz, Jerez de la Frontera, España

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• Javier Saez de la Fuente,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Pharmacy Service, Hospital Universitario Ramón y Cajal, Madrid, España

  https://orcid.org/0000-0003-2965-3008

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• Alberto Ferrer

  Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Multivariate Statistical Engineering Group, Department of Applied Statistics and Operational Research and Quality, Universitat Politècnica de València, València, España

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