DocumentCode :
2636871
Title :
Automatic delimitation of lung fields on chest radiographs
Author :
Mendonca, Ana Maria ; Da Silva, Jorge Alves ; Campilho, Aurélio
Author_Institution :
Lab. de Sinai e Imagem Biomedica, Instituto de Engenharia Biomedica, Porto, Portugal
fYear :
2004
fDate :
15-18 April 2004
Firstpage :
1287
Abstract :
The purpose of the research herein presented is the automatic delimitation of lung fields in posterior-anterior digital chest radiographs. In a computer-aided diagnosis system the precise location of the lungs is important as it allows the reduction of the region under analysis, decreasing the computation time and facilitating data compression. Furthermore, it allows the delimitation of the search area, easing the selective tuning of the abnormalities detection algorithms. The results produced by the automatic method were validated by comparison with manual contours traced by experienced radiologists. Two programs with friendly interfaces were developed for this purpose.
Keywords :
data compression; diagnostic radiography; lung; medical diagnostic computing; automatic delimitation; computation time; computer-aided diagnosis; data compression; detection algorithm; lung fields; posterior-anterior digital chest radiographs; Biomedical imaging; Computer aided diagnosis; Data compression; Detection algorithms; Diagnostic radiography; Filters; Image analysis; Image edge detection; Image segmentation; Lungs;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8388-5
Type :
conf
DOI :
10.1109/ISBI.2004.1398781
Filename :
1398781
Link To Document :
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