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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Pubblicato in:AMIA Annu Symp Proc
Autori principali: Smith, Joshua C., Spann, Ashley, McCoy, Allison B., Johnson, Jakobi A., Arnold, Donald H., Williams, Derek J., Weitkamp, Asli O.
Natura: Artigo
Lingua:Inglês
Pubblicazione: American Medical Informatics Association 2021
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Articles
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075487/
https://ncbi.nlm.nih.gov/pubmed/33936489
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