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Timesias: A machine learning pipeline for predicting outcomes from time-series clinical records
The prediction of outcomes is a critical part of the clinical surveillance for hospitalized patients. Here, we present Timesias, a machine learning pipeline which predicts outcomes from real-time sequential clinical data. The strategy implemented in Timesias is the first-place solution in the crowd-...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8260877/ https://www.ncbi.nlm.nih.gov/pubmed/34258599 http://dx.doi.org/10.1016/j.xpro.2021.100639 |