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Predicting mortality risk for preterm infants using random forest

Mortality is an unfortunately common outcome of extremely and very preterm birth. Existing clinical prediction models capture mortality risk at birth but fail to account for the remainder of the hospital course. Infants born < 32 weeks gestation with complete physiologic and clinical data were in...

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Detalles Bibliográficos
Autores principales: Lee, Jennifer, Cai, Jinjin, Li, Fuhai, Vesoulis, Zachary A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012581/
https://www.ncbi.nlm.nih.gov/pubmed/33790395
http://dx.doi.org/10.1038/s41598-021-86748-4