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Novel application of an automated-machine learning development tool for predicting burn sepsis: proof of concept

Sepsis is the primary cause of burn-related mortality and morbidity. Traditional indicators of sepsis exhibit poor performance when used in this unique population due to their underlying hypermetabolic and inflammatory response following burn injury. To address this challenge, we developed the Machi...

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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Tran, Nam K., Albahra, Samer, Pham, Tam N., Holmes, James H., Greenhalgh, David, Palmieri, Tina L., Wajda, Jeffery, Rashidi, Hooman H.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7378181/
https://ncbi.nlm.nih.gov/pubmed/32704168
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-69433-w
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