{"title":"医学数据挖掘技术研究","authors":"Yu Liu, Bo Gao","doi":"10.1109/ITOEC.2017.8122473","DOIUrl":null,"url":null,"abstract":"Big data and cloud platform technology continue to develop, making the rapid development of the medical industry, the level of medical electronic higher and higher. Thus, medical data is also more rich mode, incomplete, timing, redundancy characteristics. However, the scientific use of medical data is critical to medical outcomes. In this paper, the characteristics of medical data, the current hotspot medical data mining technology research theory, basic model, algorithm, process steps and key points, research direction and make a general summary. This article paves the way for further research in this field, and also makes popularization for the research of this direction.","PeriodicalId":214296,"journal":{"name":"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Research on medical data mining technology\",\"authors\":\"Yu Liu, Bo Gao\",\"doi\":\"10.1109/ITOEC.2017.8122473\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Big data and cloud platform technology continue to develop, making the rapid development of the medical industry, the level of medical electronic higher and higher. Thus, medical data is also more rich mode, incomplete, timing, redundancy characteristics. However, the scientific use of medical data is critical to medical outcomes. In this paper, the characteristics of medical data, the current hotspot medical data mining technology research theory, basic model, algorithm, process steps and key points, research direction and make a general summary. This article paves the way for further research in this field, and also makes popularization for the research of this direction.\",\"PeriodicalId\":214296,\"journal\":{\"name\":\"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)\",\"volume\":\"61 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITOEC.2017.8122473\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITOEC.2017.8122473","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Big data and cloud platform technology continue to develop, making the rapid development of the medical industry, the level of medical electronic higher and higher. Thus, medical data is also more rich mode, incomplete, timing, redundancy characteristics. However, the scientific use of medical data is critical to medical outcomes. In this paper, the characteristics of medical data, the current hotspot medical data mining technology research theory, basic model, algorithm, process steps and key points, research direction and make a general summary. This article paves the way for further research in this field, and also makes popularization for the research of this direction.