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Predicting mortality risk for preterm infants using deep learning models with time-series vital sign data

Mortality remains an exceptional burden of extremely preterm birth. Current clinical mortality prediction scores are calculated using a few static variable measurements, such as gestational age, birth weight, temperature, and blood pressure at admission. While these models do provide some insight, n...

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Bibliografiska uppgifter
I publikationen:NPJ Digit Med
Huvudupphovsmän: Feng, Jiarui, Lee, Jennifer, Vesoulis, Zachary A., Li, Fuhai
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group UK 2021
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8280207/
https://ncbi.nlm.nih.gov/pubmed/34262112
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-021-00479-4
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