Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure

Machine learning is increasingly being used to predict clinical outcomes. Most comparisons of different methods have been based on empirical analyses in specific datasets. We used Monte Carlo simulations to determine when machine learning methods perform better than statistical learning methods in a...

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Detalles Bibliográficos
Autores principales: Austin, Peter C., Harrell, Frank E., Lee, Douglas S., Steyerberg, Ewout W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166797/
https://www.ncbi.nlm.nih.gov/pubmed/35660759
http://dx.doi.org/10.1038/s41598-022-13015-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166797/
https://www.ncbi.nlm.nih.gov/pubmed/35660759
http://dx.doi.org/10.1038/s41598-022-13015-5

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