Generalizing the application of machine learning predictive models across different populations: does a model to predict the use of renal replacement therapy in critically ill COVID-19 patients apply to general intensive care unit patients?

Abstract

Authors

• Allan Rodrigo Murrieta França
  Postgraduate Program of Internal Medicine, Universidade Federal do Rio de Janeiro - Rio de Janeiro (RJ), Brazil.
• Julia Nunes Cantarino
  Department of Industrial Engineering, Pontifícia Universidade Católica do Rio de Janeiro - Rio de Janeiro (RJ), Brazil.
• Jorge Ibrain Figueira Salluh
  Postgraduate Program, Instituto D'Or de Pesquisa e Ensino - Rio de Janeiro (RJ), Brazil.
• Leonardo Dos Santos Lourenço Bastos
  Department of Industrial Engineering, Pontifícia Universidade Católica do Rio de Janeiro - Rio de Janeiro (RJ), Brazil.

Keywords

External Resources