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肺癌罹患風險評估專家系統
Thesis

肺癌罹患風險評估專家系統

洪祥智
Masters, 國立清華大學, 材料科學工程學系
2014

Abstract

肺癌 專家系統 Lung Cancer Expert System
According to the released information from Republic of China’s Ministry of Health and Welfare, in the last 30 years, the number one death cause has been cancer. Most importantly, in 2014, lung cancer has become the most deadly cancer among the top ten cancers. Nevertheless, due to lack of equipment and technology advancement, many people have discovered their lung cancer tumors during their last stages, especially before 2004. However, American Cancer Society has pointed out that the five-year survival rate of the first stage of lung cancer is 15 times that of fourth stage. Therefore, if a system, which helps its users determine whether they are high risk groups who may develop lung cancer, can be developed, then, people’s survival rates will be increased. Being aware of this, this study tries to develop a lung cancer risk evaluation expert system. Through this system, we hope to let its users quickly and easily understand their risks of obtaining cancer, so, in their next steps, they can seek treatments or prevention. Currently, the risk factors this system considers are family history, smoking, secondhand smoke, air pollution, chemical carcinogens, and working environment. After a user finishes all of the questions provided by the system, this system will generate a total risk value and informs its user his or her risk category. This research finds, experts’ correctness testing and more users’ user-friendliness testing are needed for this system to become a product.

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