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Variation in model performance by data cleanliness and classification methods in the prediction of 30-day ICU mortality, a US nationwide retrospective cohort and simulation study
OBJECTIVE: There has been a proliferation of approaches to statistical methods and missing data imputation as electronic health records become more plentiful; however, the relative performance on real-world problems is unclear. MATERIALS AND METHODS: Using 355 823 intensive care unit (ICU) hospitali...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713192/ https://www.ncbi.nlm.nih.gov/pubmed/33268427 http://dx.doi.org/10.1136/bmjopen-2020-041421 |