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Diagnosis code assignment: models and evaluation metrics

BACKGROUND AND OBJECTIVE: The volume of healthcare data is growing rapidly with the adoption of health information technology. We focus on automated ICD9 code assignment from discharge summary content and methods for evaluating such assignments. METHODS: We study ICD9 diagnosis codes and discharge s...

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Detalhes bibliográficos
Main Authors: Perotte, Adler, Pivovarov, Rimma, Natarajan, Karthik, Weiskopf, Nicole, Wood, Frank, Elhadad, Noémie
Formato: Artigo
Idioma:Inglês
Publicado em: BMJ Publishing Group 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3932472/
https://ncbi.nlm.nih.gov/pubmed/24296907
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-002159
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