Heba Ayeldeen, Mohamed Abd Elfattah, O. Shaker, A. Hassanien, Tai-hoon Kim
{"title":"Case-Based Retrieval Approach of Clinical Breast Cancer Patients","authors":"Heba Ayeldeen, Mohamed Abd Elfattah, O. Shaker, A. Hassanien, Tai-hoon Kim","doi":"10.1109/CIA.2015.17","DOIUrl":null,"url":null,"abstract":"Breast cancer is a syndrome that needs to be evaluated and well treated on the early stages to avoid any metastasis stage upgrading. Not just medical treatment is acquired, but also the usage of artificial intelligence and software technologies aid in the early detection of breast cancer. After using Case based Reasoning as a knowledge management as well as artificial intelligence system with Random Forest classifier, result yields to overall accuracy of 99%.","PeriodicalId":176961,"journal":{"name":"2015 3rd International Conference on Computer, Information and Application","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 3rd International Conference on Computer, Information and Application","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIA.2015.17","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
Breast cancer is a syndrome that needs to be evaluated and well treated on the early stages to avoid any metastasis stage upgrading. Not just medical treatment is acquired, but also the usage of artificial intelligence and software technologies aid in the early detection of breast cancer. After using Case based Reasoning as a knowledge management as well as artificial intelligence system with Random Forest classifier, result yields to overall accuracy of 99%.