Machine learning for medical coding in health care surveys

Lucas, Christine A.; Hadley, Emily; Nance, Jason; Baumgartner, Peter; Thissen, Rita; Plotner, David M.; Carr, Christine; Tatum, Aerian

doi:10.15620/cdc:109828

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Machine learning for medical coding in health care surveys

10/18/2021
By Lucas, Christine A. ; Hadley, Emily ; Nance, Jason ; ...
http://dx.doi.org/10.15620/cdc:109828
Series: NCHS Vital and Health Statistics Series

[PDF-948.22 KB]

English

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Personal Author:

Lucas, Christine A. ; Hadley, Emily ; Nance, Jason ; Baumgartner, Peter ; Thissen, Rita ; ... More +

Lucas, Christine A. ; Hadley, Emily ; Nance, Jason ; Baumgartner, Peter ; Thissen, Rita ; Plotner, David M. ; Carr, Christine ; Tatum, Aerian Less -
Description:

This exploratory study evaluates the use of machine learning classifiers to perform automated medical coding for large statistical healthcare surveys.
Series:

NCHS Vital and Health Statistics Series
Document Type:

Journal Issue
Genre:

Statistics
Place as Subject:

United States
CIO:

National Center for Health Statistics (U.S.)
Collection(s):

Stephen B. Thacker CDC Library collection
Main Document Checksum:

[+]

urn:sha256:4e33cb3bdd56f6d8009256d1f19662d73356fac1f18c6fb85b9077e59cb12b04
Download URL:

https://stacks.cdc.gov/view/cdc/109828/cdc_109828_DS1.pdf
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Machine learning for medical coding in health care surveys

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