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Unsupervised phenotyping of sepsis using nonnegative matrix factorization of temporal trends from a multivariate panel of physiological measurements
BACKGROUND: Sepsis is a highly lethal and heterogeneous disease. Utilization of an unsupervised method may identify novel clinical phenotypes that lead to targeted therapies and improved care. METHODS: Our objective was to derive clinically relevant sepsis phenotypes from a multivariate panel of phy...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8033653/ https://www.ncbi.nlm.nih.gov/pubmed/33836745 http://dx.doi.org/10.1186/s12911-021-01460-7 |