Utilization of Machine Learning Approaches to Predict Mortality in Pediatric Warzone Casualties.

Daniel Lammers,James Williams,Jeff Conner,Andrew Francis,Beau Prey,Christopher Marenco,Kaitlin Morte,John Horton,Meade Barlow,Mauricio Escobar,Jason Bingham,Matthew Eckert

Military medicine（2022）

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摘要

Machine learning (ML) techniques may prove useful in identifying those at the highest risk for mortality within pediatric trauma patients from combat zones. Incorporation of advanced computational algorithms should be further explored to optimize and supplement the diagnostic and therapeutic decision-making process.

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mortality,machine learning approaches,machine learning

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