Automated classification of radiology reports for acute lung injury: Comparison of keyword and machine learning based natural language processing approaches

Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009

Volumn , Issue , 2009, Pages 314-319

  Solti, Imre ^a   Cooke, Colin R ^b   Xia, Fei ^a   Wurfel, Mark M ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACUTE LUNG INJURY; AUTOMATED CLASSIFICATION; AUTOMATED SYSTEMS; CLASSIFICATION SYSTEM; DOMAIN EXPERTS; F-MEASURE; MACHINE LEARNING SYSTEMS; MACHINE-LEARNING; MAXIMUM ENTROPY; N-GRAMS; NATURAL LANGUAGE PROCESSING; RADIOLOGY REPORTS;

BIOLOGICAL ORGANS; COMPUTATIONAL LINGUISTICS; EDUCATION; NATURAL LANGUAGE PROCESSING SYSTEMS; ROBOT LEARNING; SOFTWARE AGENTS; TECHNICAL PRESENTATIONS;

BIOINFORMATICS;

EID: 72849149323     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBMW.2009.5332081     Document Type: Conference Paper

References (8)

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