@article{ref1,
title="Automatic prediction of trauma registry procedure codes from emergency room dictations",
journal="Studies in health technology and informatics",
year="1998",
author="Hersh, W. R. and Leen, T. K. and Rehfuss, P. S. and Malveau, S.",
volume="52",
number="1",
pages="665-669",
abstract="Current natural language processing techniques for recognition of concepts in the electronic medical record have been insufficient to allow their broad use for coding information automatically. We have undertaken a preliminary investigation into the use of machine learning methods to recognize procedure codes from emergency room dictations for a trauma registry. Our preliminary results indicate moderate success, and we believe future enhancements with additional learning techniques and selected natural language processing approaches will be fruitful.<p /><p>Language: en</p>",
language="en",
issn="0926-9630",
doi="",
url="http://dx.doi.org/"
}