DocumentCode :
3684350
Title :
Semi-automated breast cancer tumor detection with thermographic video imaging
Author :
Krithika Venkataramani;Lalit K. Mestha;L. Ramachandra;S.S. Prasad;Vijay Kumar;Priyanka J. Raja
Author_Institution :
Xerox Research Center India, India
fYear :
2015
Firstpage :
2022
Lastpage :
2025
Abstract :
Screening for breast cancer enables early detection by which curative treatment can be possible. While mammography is the current gold standard for screening, it has low sensitivity in younger women and its harmful X-rays in frequent screening can increase the risk of cancer. Incidence rates are rising in younger women, causing a relook at thermography for low cost and non-harmful screening. In this paper, thermography is compared to mammography correlated with sono-mammography in 65 FNAC/biopsy proven cancer subjects in India. Thermography is comparable to mammography correlated with sono-mammography, having 94% and 95% sensitivity, respectively. A novel semi-automated thermographic tumor detection and location algorithm used in this paper also provides 97% sensitivity. This shows the promise of automated thermographic screening for reaching large populations in a cost effective manner in low resource settings in countries like India. Further studies in a large scale need to be done to evaluate the specificity to enable such solutions.
Keywords :
"Tumors","Breast cancer","Sensitivity","Temperature distribution","Biopsy"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7318783
Filename :
7318783
Link To Document :
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