DocumentCode :
484762
Title :
Classification of suspicious regions within ultrawideband radar images of the breast
Author :
Conceicao, R.C. ; Byrne, D. ; O´Halloran, M. ; Glavin, M. ; Jones, E.
Author_Institution :
Dept. of Electron. Eng., Nat. Univ. of Ireland, Galway
fYear :
2008
fDate :
18-19 June 2008
Firstpage :
60
Lastpage :
65
Abstract :
Ultrawideband (UWB) radar is one of the most promising emerging technologies for breast imaging. Several algorithms have already been developed which exploit dielectric contrasts between normal and malignant tissue. These algorithms have been tested on anatomically accurate models of the breast. However, the recently established similarities in dielectric properties between benign/fibroglandular and malignant tissue within the breast contribute to the occurrence of dasiafalse positivepsila results in UWB images. To mitigate the presence of these dasiafalse positivepsila results, we must investigate methods to further classify tumours based on their shape, size and texture. In this paper we review the dielectric properties of normal and malignant breast tissue and existing image algorithms. Finally, we examine methods to effectively differentiate benign/fibroglandular and malignant tissue based on shape, size and texture.
Keywords :
bioelectric phenomena; biological organs; cancer; gynaecology; image classification; medical image processing; microwave imaging; radar imaging; tumours; ultra wideband radar; UWB radar images; benign tissue; breast imaging; dielectric properties; fibroglandular tissue; malignant tissue; microwave imaging; tumour classification; ultrawideband radar; Breast Tumour; Dielectric Properties; Shape/Texture Classification; Ultrawideband;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Signals and Systems Conference, 208. (ISSC 2008). IET Irish
Conference_Location :
Galway
ISSN :
0537-9989
Print_ISBN :
978-0-86341-931-7
Type :
conf
Filename :
4780930
Link To Document :
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