Title :
A hybrid case-based rule-based system used in a content-based image retrieval system
Author :
Bradford, Ian ; Evans, Carl ; Winter, Robin
Author_Institution :
Middlesex Univ., London
Abstract :
Images are an important resource in the diagnosis of skeletal dysplasias. A proof-of-concept system, X-Ray Specs, has been developed for evaluating and experimenting with content-based image retrieval on radiographs of skeletal dysplasias. Its domain-dependent sub-system uses a hybrid case-base/rule-base as an important part of its image classification and retrieval process. This proved more accurate than other classification/retrieval systems tested in X-Ray Specs. The case-base/rule-base sub-system is flexible and could function in any domain where suitable parameters can be extracted.
Keywords :
content-based retrieval; diagnostic radiography; image classification; knowledge based systems; medical diagnostic computing; X-ray specs; content-based image retrieval system; domain-dependent subsystem; hybrid case-based rule-based system; image classification; proof-of-concept system; radiographs; skeletal dysplasias; Approximation algorithms; Biomedical imaging; Content based retrieval; Diagnostic radiography; Image retrieval; Knowledge based systems; Medical diagnostic imaging; Shape; Spine; X-ray imaging; Case based reasoning; content based image retrieval; dysmorphology; skeletal dysplasias;
Conference_Titel :
Cybernetic Intelligent Systems, 2008. CIS 2008. 7th IEEE International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4244-2914-1
Electronic_ISBN :
978-1-4244-2915-8
DOI :
10.1109/UKRICIS.2008.4798971