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Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.13/44789

Title
Automatic extraction of semantic concepts in medical images
Author/Creator
Park, Mira;  Ramamohanarao , Kotagiri
Description
A novel automatic system for extracting the semantic descriptions of medical image content and concept in text form is presented. We first extract and analyse image features and the features are mapped to semantic descriptions by fuzzy functions. Based on these semantic descriptions, our system facilitates knowledge base construction using a machine learning scheme. The result will be useful for other researchers in medical image retrieval area, who can take advantage of both text-based queries and image queries.
Relation
2004 International Conference on Image Processing (ICIP '04). Proceedings of the 2004 International Conference on Image Processing (ICIP 2004), Volume 5 (Singapore 24-27 October, 2004) p. 1157-1160
Publisher Link
http://dx.doi.org/10.1109/ICIP.2004.1419509
Date
2004
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Keyword(s)
automatic system;  fuzzy function;  image feature;  image query;  knowledge base construction;  machine learning scheme;  medical image content;  medical image retrieval area;  semantic description extraction;  text-based query
Resource Type
conference paper
Identifier
http://hdl.handle.net/1959.13/44789
Identifier
ISBN:0780385543
Identifier
ISSN:1522-4880
Language
eng
Reviewed
Reviewed
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Subject
"Automatic extraction of semantic concepts in medical images"
 
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