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Using a Genetic-Fuzzy Algorithm as a Computer Aided Breast Cancer Diagnostic Tool |
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| รหัสดีโอไอ | |
| Creator | Abir Alharbi |
| Title | Using a Genetic-Fuzzy Algorithm as a Computer Aided Breast Cancer Diagnostic Tool |
| Publisher | APJCP |
| Publication Year | 2559 |
| Journal Title | Asian Pacific Journal of Cancer Prevention |
| Journal Vol. | 17 |
| Journal No. | 7 |
| Page no. | 3651-3658 |
| Keyword | Fuzzy systems , genetic algorithms , optimization methods , breast cancer , computer aided diagnosis |
| Abstract | AbstractComputer-aided diagnosis of breast cancer is an important medical approach. In this research paper, we focuson combining two major methodologies, namely fuzzy base systems and the evolutionary genetic algorithmsand on applying them to the Saudi Arabian breast cancer diagnosis database, to aid physicians in obtaining anearly-computerized diagnosis and hence prevent the development of cancer through identification and removalor treatment of premalignant abnormalities; early detection can also improve survival and decrease mortalityby detecting cancer at an early stage when treatment is more effective. Our hybrid algorithm, the genetic-fuzzyalgorithm, has produced optimized systems that attain high classification performance, with simple and readilyinterpreted rules and with a good degree of confidence. |
