Finding malignant findings from radiological reports using medical attributes and syntactic information

Studies in Health Technology and Informatics

Volumn 129, Issue , 2007, Pages 540-544

  Imai, Takeshi ^a   Aramaki, Eiji ^a   Kajino, Masayuki ^b   Miyo, Kengo ^a   Onogi, Yuzo ^c   Ohe, Kazuhiko ^a  

^a UNIVERSITY OF TOKYO HOSPITAL   (Japan)

^b Japan Research Group for Medical Ontology   (Japan)

^c UNIVERSITY OF TOKYO   (Japan)

Author keywords

information extraction; natural language processing; radiological findings; radiology report; syntactic analysis

Indexed keywords

FORESTRY; INFORMATION RETRIEVAL; LEARNING ALGORITHMS; NATURAL LANGUAGE PROCESSING SYSTEMS; RADIATION; SYNTACTICS;

AUTOMATED EXTRACTION; DEPENDENCY TREES; NATURAL LANGUAGES; RADIOLOGICAL FINDINGS; RADIOLOGY REPORTS; RECALL AND PRECISION; SYNTACTIC ANALYSIS; SYNTACTIC INFORMATION;

RADIOLOGY;

ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; HOSPITAL INFORMATION SYSTEM; HUMAN; INFORMATION RETRIEVAL; MEDICAL RECORD; METHODOLOGY; NATURAL LANGUAGE PROCESSING; NEOPLASM; NUCLEAR MAGNETIC RESONANCE IMAGING; RADIOGRAPHY; RADIOLOGY DEPARTMENT;

HUMANS; INFORMATION STORAGE AND RETRIEVAL; MAGNETIC RESONANCE IMAGING; MEDICAL RECORDS SYSTEMS, COMPUTERIZED; NATURAL LANGUAGE PROCESSING; NEOPLASMS; RADIOLOGY DEPARTMENT, HOSPITAL; RADIOLOGY INFORMATION SYSTEMS; TOMOGRAPHY, X-RAY COMPUTED;

EID: 38449085562     PISSN: 09269630     EISSN: 18798365     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (11)

1. Friedman C, Alderson P, Austin J, Cimino J, Johnson S. A General Natural Language Text Processor for Clinical Radiology. J Am Med Inform Assoc. 1994; 1(2): 161-174.
2. Haug PJ, Ranum DL, Frederick PR. Computerized Extraction of Coded Findings from Free-text Radiologic Report. Radiology. 1990; 174: 543-48.
3. Hripcsak G, Kuperman GJ, Friedman C. Extracting Findings from Narrative Reports: Software Transferability and Sources of Physician Disagreement. Methods Inf. Med. 1998; Jan 37(1): 1-7.
4. Taira RK, Soderland SG, Jakobovits RM. Automatic Structuring of Radiology Free-text Reports. Radiographics. 2001; 21(1): 237-245.
5. Hahn U, Romacker M, Schulz S. MEDSYNDIKATE-a Natural Language System for the Extraction of Medical Information from Findings Reports. Int. J. Med. Inf. 2002; 67:63-74.
6. Sibanda T, He T, Szolovits P. Syntactically-Informed Semantic Category Recognizer for Discharge Summaries. Proc. AMIA 2006; 714-718.
7. Imai T, Onogi Y. Extracting Findings from Japanese Radiological Reports based on Sentence Pattern Classification using Case Frame (in Japanese). JCMI 2004; 24(Suppl. ): 800-1
8. Imai T, Onogi Y. Extracting Numerical Measurement and Temporal Coordinates from Japanese Radiological Reports. Proc. SPIE 2004; 5371:268-276.
9. Kurohashi S, Nagao M. KN Parser: Japanese Dependency / Case Structure Analyzer. In Proceedings of the International Workshop on Sharable Natural Language Resources. 1994; 48-55.
10. Kurohashi S, Nakamura T, Matsumoto Y, Nagao M. Improvements of Japanese Morphological Analyzer JUMAN. In Proceedings of The International Workshop on Sharable Natural Language Resources. 1994; 22-28.
11. Marko K, Schulz S, Hahn U. MorphoSaurus-Design and Evaluation of an Interlingua-based, Cross-language Document Retrieval Engine for the Medical Domain. Methods Inf. Med. 2005; 44(4): 537-545.