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?

Autor: Murrieta França, Allan Rodrigo¹ allan.franca@gmail.com, Nunes Cantarino, Julia², Figueira Salluh, Jorge Ibrain³, Lourenço Bastos, Leonardo dos Santos²

Publikováno v: Critical Care Science. 2024, Vol. 36, p1-4. 4p.

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?

Autor: França ARM; Postgraduate Program of Internal Medicine, Universidade Federal do Rio de Janeiro - Rio de Janeiro (RJ), Brazil., Cantarino JN; Department of Industrial Engineering, Pontifícia Universidade Católica do Rio de Janeiro - Rio de Janeiro (RJ), Brazil., Salluh JIF; Postgraduate Program, Instituto D'Or de Pesquisa e Ensino - Rio de Janeiro (RJ), Brazil., Bastos LDSL; Department of Industrial Engineering, Pontifícia Universidade Católica do Rio de Janeiro - Rio de Janeiro (RJ), Brazil.

Publikováno v: Critical care science [Crit Care Sci] 2024 Apr 22; Vol. 36, pp. e20240285en. Date of Electronic Publication: 2024 Apr 22 (Print Publication: 2024).