Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia

Pneumonia is the most frequent cause of infectious disease-related deaths in children worldwide. Clinical decision support (CDS) applications can guide appropriate treatment, but the system must first recognize the appropriate diagnosis. To enable CDS for pediatric pneumonia, we developed an algorit...

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Udgivet i:AMIA Annu Symp Proc
Main Authors: Smith, Joshua C., Spann, Ashley, McCoy, Allison B., Johnson, Jakobi A., Arnold, Donald H., Williams, Derek J., Weitkamp, Asli O.
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2021
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Articles
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075487/
https://ncbi.nlm.nih.gov/pubmed/33936489
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