Breast abnormality based early diagnosis of breast cancer using non-invasive digital infrared thermal imaging

Priyanka Hankare
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引用次数: 3

Abstract

Breast cancer is one of the most leading and common cause of cancer. It can be detected by infrared thermal imaging Technique by observing the temperature distribution on the breast. Breast thermography is considered as a valuable tool for early breast tumours detection. The fast growing tumour has a higher metabolic rate and associated increase in local vascularisation. It will cause the occurrence of some asymmetric heat patterns. Clinical interpretation of a breast thermogram can be done on the asymmetry analysis of the heat patterns visually and subjectively. In this paper, a new approach for early detection of breast cancer is proposed using asymmetry analysis of breast thermograms. The heat patterns are segmented and the asymmetry analysis is performed by using histogram generation and feature extraction. Extracted statical features clearly indicate the abnormality of a breast thermogram.
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基于乳腺异常的无创数字红外热成像早期诊断乳腺癌
乳腺癌是最主要和最常见的癌症原因之一。通过观察乳房温度分布,采用红外热成像技术进行检测。乳房热成像被认为是早期乳腺肿瘤检测的一种有价值的工具。快速生长的肿瘤具有较高的代谢率和相关的局部血管化增加。它会导致一些不对称热模式的出现。临床对乳房热像的解释可以从视觉上和主观上对热型的不对称性进行分析。本文提出了一种利用乳房热像图的不对称分析来早期检测乳腺癌的新方法。利用直方图生成和特征提取对热模式进行分割,并进行非对称性分析。提取的静态特征清楚地表明乳房热像异常。
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