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Deep Learning on Electronic Health Records to Improve Disease Coding Accuracy

Characterization of a patient’s clinical phenotype is central to biomedical informatics. ICD codes, assigned to inpatient encounters by coders, is important for population health and cohort discovery when clinical information is limited. While ICD codes are assigned to patients by professionals trai...

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Bibliografiske detaljer
Udgivet i:AMIA Jt Summits Transl Sci Proc
Main Authors: Rashidian, Sina, Hajagos, Janos, Moffitt, Richard A., Wang, Fusheng, Noel, Kimberly M., Gupta, Rajarsi R., Tharakan, Mathew A., Saltz, Joel H., Saltz, Mary M.
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6568065/
https://ncbi.nlm.nih.gov/pubmed/31259017
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