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首页> 外文期刊>Revista de Chimie >Digital Processing of Thermographic Images for Medical Applications
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Digital Processing of Thermographic Images for Medical Applications

机译:用于医疗应用的热成像图像的数字处理

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摘要

Breast cancer is the second leading cause of death in women worldwide with an average probability for a woman to develop breast cancer in her life of about 12%. Among the large variety of medical assessment techniques, thermography has attracted attention in applications related to detection and diagnosis due to its capability to provide valuable information on the physiological variations typical of early stages in cancer development thus making possible to diagnose patients in early stages so more thorough examinations can be done in proper time and manner. This paper presents a digital processing approach that allows identification and subsequent isolation of the region of interest in thermograms based texture analysis of the image. This algorithm was tested on case studies thermograms exhibiting different types of cancer and the results showed successful identification and extraction of the region of interest in all cases. Results are presented with different types of cancer in men and women and different image angles showing the robustness of the proposed method.
机译:乳腺癌是全世界女性的第二大死亡原因,女性一生中患乳腺癌的平均机率约为12%。在各种各样的医学评估技术中,热成像技术因其能够提供有关癌症发展早期典型的生理变化的有价值信息的能力而在与检测和诊断有关的应用中备受关注,从而使早期诊断患者成为可能。可以在适当的时间和方式下进行彻底的检查。本文提出了一种数字处理方法,该方法允许在基于热像图的图像纹理分析中识别并随后隔离感兴趣的区域。该算法在展示不同类型癌症的热分析图的案例研究中进行了测试,结果表明在所有案例中成功识别和提取了感兴趣的区域。结果显示了不同类型的男性和女性癌症,不同的成像角度显示了所提出方法的鲁棒性。

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