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Deep Learning Predicts Extreme Preterm Birth from Electronic Health Records

OBJECTIVE: Models for predicting preterm birth generally have focused on very preterm (28 to 32 weeks) and moderate to late preterm (32 to 37 weeks) settings. However, extreme preterm birth (EPB), before the 28(th) week of gestational age, accounts for the majority of newborn deaths. We investigated...

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Podrobná bibliografie
Vydáno v:J Biomed Inform
Hlavní autoři: Gao, Cheng, Osmundson, Sarah, Velez Edwards, Digna R., Jackson, Gretchen Purcell, Malin, Bradley A., Chen, You
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6899197/
https://ncbi.nlm.nih.gov/pubmed/31678588
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2019.103334
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