Development and evaluation of a machine learning-based in-hospital COvid-19 disease outcome predictor (CODOP): a multicontinental retrospective study

  1. Riku Klén
  2. Disha Purohit
  3. Ricardo Gómez-Huelgas
  4. José Manuel Casas-Rojo
  5. Juan Miguel Antón-Santos
  6. Jesus Millan Nunez-Cortes
  7. Carlos Lumbreras
  8. Jose Manuel Ramos-Rincon
  9. Noelia Garcia Barrio
  10. Miguel Pedrera Jimenez
  11. Antonio Lalueza Blanco
  12. María Dolores Martin-Escalante
  13. Francisco Rivas-Ruiz
  14. Mari Ángeles Onieva-Garcia
  15. Pablo Young
  16. Juan Ignacio Ramirez
  17. Estela Edith Titto Omonte
  18. Rosmery Gross Artega
  19. Magdy Teresa Canales Beltrán
  20. Pascual Ruben Valdez
  21. Florencia Pugliese
  22. Rosa Castagna
  23. Ivan Huesped
  24. Bruno Boietti
  25. Javier A Pollan
  26. Nico Funke
  27. Benjamin Leiding
  28. David Gómez-Varela  Is a corresponding author
  1. University of Turku, Finland
  2. Max Planck Institute of Experimental Medicine, Germany
  3. University of Malaga, Spain
  4. General University Hospital of Alicante, Spain
  5. Gregorio Marañón University Hospital, Spain
  6. Hospital Universitario 12 De Octubre, Spain
  7. Hospital Costa del Sol, Spain
  8. Hospital Británico of Buenos Aires, Argentina
  9. Hospital Santa Cruz - Caja Petrolera de Salud, Bolivia
  10. Hospital of San Juan de Dios, Bolivia
  11. Hospital Honduras Medical Centre, Honduras
  12. Hospital Velez Sarsfield, Argentina
  13. Hospital Italiano de Buenos Aires, Argentina
  14. Clausthal University of Technology, Germany
  15. Max Planck Institute for Experimental Medicine, Germany
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  1. Riku Klén
  2. Disha Purohit
  3. Ricardo Gómez-Huelgas
  4. José Manuel Casas-Rojo
  5. Juan Miguel Antón-Santos
  6. Jesus Millan Nunez-Cortes
  7. Carlos Lumbreras
  8. Jose Manuel Ramos-Rincon
  9. Noelia Garcia Barrio
  10. Miguel Pedrera Jimenez
  11. Antonio Lalueza Blanco
  12. María Dolores Martin-Escalante
  13. Francisco Rivas-Ruiz
  14. Mari Ángeles Onieva-Garcia
  15. Pablo Young
  16. Juan Ignacio Ramirez
  17. Estela Edith Titto Omonte
  18. Rosmery Gross Artega
  19. Magdy Teresa Canales Beltrán
  20. Pascual Ruben Valdez
  21. Florencia Pugliese
  22. Rosa Castagna
  23. Ivan Huesped
  24. Bruno Boietti
  25. Javier A Pollan
  26. Nico Funke
  27. Benjamin Leiding
  28. David Gómez-Varela
(2022)
Development and evaluation of a machine learning-based in-hospital COvid-19 disease outcome predictor (CODOP): a multicontinental retrospective study
eLife 11:e75985.
https://doi.org/10.7554/eLife.75985