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Diagnosis of skin cancer based on thermal model in infrared images

机译:基于红外热模型的皮肤癌诊断

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Background and Aim: Skin cancer is the most common type of cancer constitutes and 75% of all cancers in the world. Malignant melanoma is the most invasive and lethal form of skin cancer. The objective of this study was to evaluate infrared thermography in differentiation of benign and malignant skin lesions. Methods: This study was conducted on 120 patients (60 female, 60 male) with a lesion suspicious for melanoma and identifying the type of lesion (benign or malignant) based on thermal model using Fuzzy C-Means (FCM) clustering. In this imaging method, the difference on temperature responses between the normal and abnormal tissue was compared and data obtained was compared with biopsy results.Results: In 120 cases studied, 3 cases of skin cancer (2 male, 1 female) were found which all could be detected based on analysis of thermal images.Conclusion: At present, new methods for the detection of skin cancer, especially non-invasive diagnostic tools, have been discovered in several laboratories. The method presented in this paper could be considered as a non-invasive and cost effective method for the detection of skin cancer.
机译:背景与目的:皮肤癌是最常见的癌症类型,占世界所有癌症的75%。恶性黑色素瘤是皮肤癌最具侵入性和致死性的形式。这项研究的目的是评估红外热像仪在区分良性和恶性皮肤病变方面的作用。方法:本研究针对120名可疑黑色素瘤患者(60名女性,60名男性)进行了研究,并使用模糊C均值(FCM)聚类基于热模型确定了病变类型(良性或恶性)。在这种成像方法中,比较了正常和异常组织之间的温度响应差异,并将获得的数据与活检结果进行了比较。结果:在研究的120例病例中,发现了3例皮肤癌(男2例,女1例),结论:目前,在一些实验室中发现了检测皮肤癌的新方法,特别是非侵入性诊断工具。本文介绍的方法可以被认为是一种无创且经济高效的皮肤癌检测方法。

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