Developing feature types for classifying clinical notes

ACL 2007 - Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing

Volumn , Issue , 2007, Pages 191-192

  Patrick, Jon ^a   Zhang, Yitao ^a   Wang, Yefeng ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

TEXT PROCESSING; TRANSLATION (LANGUAGES);

CLASSIFICATION SYSTEM; CLINICAL NOTES; CLINICAL RECORDS; DATA SET; FEATURE TYPES; FREE TEXTS; INTERNATIONAL STANDARDS; MACHINE LEARNING APPROACHES;

CLASSIFICATION (OF INFORMATION);

EID: 85015857886     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1572392.1572426     Document Type: Conference Paper

References (4)

1. Adam L. Berger, Stephen Della Pietra, and Vincent J. Della Pietra. 1996. A Maximum Entropy Approach to Natural Language Processing. Computational Linguistics, 22(1):39–71.
2. W.W. Chapman, W. Bridewell, P. Hanbury, G.F. Cooper, and B.G. Buchanan. 2001. A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries. Journal of Biomedical Informatics, 34(5):301–310.
3. Computational Medicine Center. 2007. 2007 Medical Natural Language Processing Challenge. http://www.computationalmedicine.org/challenge/.
4. Vladimir N. Vapnik. 1995. The Nature of Statistical Learning Theory. Springer.