Thermal Infrared Image Analysis for Breast Cancer Detection

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6
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15

초록

With the rise in popularity of photographic and video cameras, an increasing number of fields are now using thermal imaging cameras. One such application is in the diagnosis of breast cancer, as thermal imaging provides a low-cost and noninvasive method. Thermal imaging is particularly safe for pregnant women, and those with large, dense, or sensitive breasts. In addition, excessive doses of radiation, which may be used in traditional methods of breast cancer detection, can increase the risk of cancer. This paper presents one method of breast cancer detection. Breast images were taken using a thermal camera, with preliminary experiments conducted on Cambodian women. Then the experimental results were analyzed and compared using Shannon entropy and logistic regression.

키워드

breast cancerthermal cameraneural networkrelative entropyFEATURESWOMEN
제목
Thermal Infrared Image Analysis for Breast Cancer Detection
저자
Min, SedongHeo, JiyoungKong, YoungsunNam, YunyoungLey, PreapJung, Bong-KeunOh, DongikShin, Wonhan
DOI
10.3837/tiis.2017.02.029
발행일
2017-02-28
유형
Article
저널명
KSII Transactions on Internet and Information Systems
11
2
페이지
1134 ~ 1147