Skin Tumors Diagnosis Utilizing Case Based Reasoning and The Expert System

Roza Fuad Majeed, Soran Saeed, Dana Abdulmajeed Abdilkarim, H. M. sidqi
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引用次数: 1

Abstract

Skin cancer is considered as the most type of cancer that happens in humans. Three basic types of cancer occur which are basal cell carcinoma (BCC), Squamous cell carcinoma (SCC). Skin cancer leads to death if it is not diagnosed in an early stage. Fortunately, early diagnosis of skin cancer raises the survival rate of victims. Computer-aided has a great role to detect skin cancer which leads to saving human life. Based on that, this study proposes a computer-aided diagnosis (CAD) system that detects skin cancer using digital images, techniques of image processing, by using the case-based reasoning and expert system. The main goal for designing this system is to create a cheap, easy-to-use, and relatively accurate system for detecting skin cancer in an early stage to save human life, raises the survival rate, and decreases the cost of the dermoscopy test.
基于案例推理和专家系统的皮肤肿瘤诊断
皮肤癌症被认为是发生在人类身上的最常见的癌症类型。癌症有三种基本类型,即基底细胞癌(BCC)、鳞状细胞癌(SCC)。皮肤癌症如果没有在早期诊断出来,就会导致死亡。幸运的是,癌症的早期诊断提高了患者的存活率。计算机辅助在检测皮肤癌症方面发挥着重要作用,从而挽救了人类的生命。在此基础上,本研究提出了一种计算机辅助诊断(CAD)系统,该系统利用数字图像、图像处理技术、基于案例的推理和专家系统来检测癌症皮肤。设计该系统的主要目标是创建一个廉价、易于使用且相对准确的系统,用于早期检测皮肤癌症,以挽救人类生命,提高存活率,并降低皮肤镜检查的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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16
审稿时长
12 weeks
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