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An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records

BACKGROUND: Diagnosis codes are assigned to medical records in healthcare facilities by trained coders by reviewing all physician authored documents associated with a patient's visit. This is a necessary and complex task involving coders adhering to coding guidelines and coding all assignable c...

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Bibliografske podrobnosti
izdano v:Artif Intell Med
Main Authors: Kavuluru, Ramakanth, Rios, Anthony, Lu, Yuan
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4605853/
https://ncbi.nlm.nih.gov/pubmed/26054428
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2015.04.007
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