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
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