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Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis

To seek new signatures of illness in heart rate and oxygen saturation vital signs from Neonatal Intensive Care Unit (NICU) patients, we implemented highly comparative time-series analysis to discover features of all-cause mortality in the next 7 days. We collected 0.5 Hz heart rate and oxygen satura...

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Detalles Bibliográficos
Autores principales: Niestroy, Justin C., Moorman, J. Randall, Levinson, Maxwell A., Manir, Sadnan Al, Clark, Timothy W., Fairchild, Karen D., Lake, Douglas E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764068/
https://www.ncbi.nlm.nih.gov/pubmed/35039624
http://dx.doi.org/10.1038/s41746-021-00551-z