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Automating the Assignment of Diagnosis Codes to Patient Encounters Using Example-based and Machine Learning Techniques

OBJECTIVE: Human classification of diagnoses is a labor intensive process that consumes significant resources. Most medical practices use specially trained medical coders to categorize diagnoses for billing and research purposes. METHODS: We have developed an automated coding system designed to assi...

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Detalhes bibliográficos
Main Authors: Pakhomov, Serguei V.S., Buntrock, James D., Chute, Christopher G.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2006
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1561792/
https://ncbi.nlm.nih.gov/pubmed/16799125
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1197/jamia.M2077
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