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Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach
BACKGROUND: Machine learning-based risk prediction models may outperform traditional statistical models in large datasets with many variables, by identifying both novel predictors and the complex interactions between them. This study compared deep learning extensions of survival analysis models with...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189958/ https://www.ncbi.nlm.nih.gov/pubmed/34910160 http://dx.doi.org/10.1093/ije/dyab258 |