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Supervised Extraction of Diagnosis Codes from EMRs: Role of Feature Selection, Data Selection, and Probabilistic Thresholding

Extracting diagnosis codes from medical records is a complex task carried out by trained coders by reading all the documents associated with a patient’s visit. With the popularity of electronic medical records (EMRs), computational approaches to code extraction have been proposed in the recent years...

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Bibliographische Detailangaben
Veröffentlicht in:Proc (IEEE Int Conf Healthc Inform)
Hauptverfasser: Rios, Anthony, Kavuluru, Ramakanth
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5524216/
https://ncbi.nlm.nih.gov/pubmed/28748228
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICHI.2013.15
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