Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients.

Abstract

Authors

• Miguel Marcos
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Moncef Belhassen-García
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Antonio Sánchez-Puente
  Department of Cardiology, Hospital Universitario de Salamanca-IBSAL, Universidad de Salamanca, Salamanca, Spain.
• Jesús Sampedro-Gómez
  Servicio de Cardiología, Hospital Universitario de Salamanca-Instituto de Investigación Biomédica de Salamanca (IBSAL), Universidad de Salamanca, Salamanca, Spain; Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, Madrid, Spain.
• Raúl Azibeiro
  Department of Hematology, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Pedro-Ignacio Dorado-Díaz
  Department of Cardiology, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Edgar Marcano-Millán
  Department of Intensive Care Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Carolina Garcia-Vidal
  Infectious Diseases Department, Hospital Clínic-IDIBAPS, University of Barcelona, Barcelona, Spain.. Electronic address: cgarciav@clinic.cat.
• María-Teresa Moreiro-Barroso
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Noelia Cubino-Bóveda
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• María-Luisa Pérez-García
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Beatriz Rodríguez-Alonso
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Daniel Encinas-Sánchez
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Sonia Peña-Balbuena
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Eduardo Sobejano-Fuertes
  Department of Hematology, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Sandra Inés
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Cristina Carbonell
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Miriam López-Parra
  Department of Hematology, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Fernanda Andrade-Meira
  Department of Infectious Diseases, Hospital Clínic-Universitat de Barcelona, IDIBAPS, Barcelona, Spain.
• Amparo López-Bernús
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Catalina Lorenzo
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Adela Carpio
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• David Polo-San-Ricardo
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Miguel-Vicente Sánchez-Hernández
  Department of Anesthesiology and Reanimation, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Rafael Borrás
  Department of Emergency Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Víctor Sagredo-Meneses
  Department of Intensive Care Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Pedro-Luis Sanchez
  Department of Cardiology, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.
• Alex Soriano
  Infectious Diseases Department, Hospital Clínic-IDIBAPS, University of Barcelona, Barcelona, Spain.
• José-Ángel Martín-Oterino
  Department of Internal Medicine, University Hospital of Salamanca-IBSAL, University of Salamanca, Salamanca, Spain.

Keywords

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