Automatic extraction of semantic concepts in medical images

Title: Automatic extraction of semantic concepts in medical images
Creator: Park, Mira; Ramamohanarao , Kotagiri
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
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Resource Type: conference paper
Date: 2004
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.
Subject: 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
Identifier: http://hdl.handle.net/1959.13/44789
Identifier: uon:5878
Identifier: ISBN:0780385543
Identifier: ISSN:1522-4880
Language: eng
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