{"title":"利用人工神经网络预测心脏病的研究进展","authors":"Chun-Chen Peng, Chun-Wei Huang, Yi-Chun Lai","doi":"10.1109/ECBIOS50299.2020.9203604","DOIUrl":null,"url":null,"abstract":"In order to remove the burden of heart disease (HD) physicians, recently more researchers have proposed to apply intelligent approaches, i.e., artificial intelligence to solve the HD prediction problem. According to our preliminary literature review of about 1685 related papers, it's found that, about one third of them were with ANN s. Therefore, this paper intends to provide an extensive survey of HD prediction for ANNs. When survey is completed, it's believed that the positive and effective research directions for intelligent HD prediction could be suggested and conducted.","PeriodicalId":365765,"journal":{"name":"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Heart Disease Prediction Using Artificial Neural Networks: A Survey\",\"authors\":\"Chun-Chen Peng, Chun-Wei Huang, Yi-Chun Lai\",\"doi\":\"10.1109/ECBIOS50299.2020.9203604\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to remove the burden of heart disease (HD) physicians, recently more researchers have proposed to apply intelligent approaches, i.e., artificial intelligence to solve the HD prediction problem. According to our preliminary literature review of about 1685 related papers, it's found that, about one third of them were with ANN s. Therefore, this paper intends to provide an extensive survey of HD prediction for ANNs. When survey is completed, it's believed that the positive and effective research directions for intelligent HD prediction could be suggested and conducted.\",\"PeriodicalId\":365765,\"journal\":{\"name\":\"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ECBIOS50299.2020.9203604\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECBIOS50299.2020.9203604","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Heart Disease Prediction Using Artificial Neural Networks: A Survey
In order to remove the burden of heart disease (HD) physicians, recently more researchers have proposed to apply intelligent approaches, i.e., artificial intelligence to solve the HD prediction problem. According to our preliminary literature review of about 1685 related papers, it's found that, about one third of them were with ANN s. Therefore, this paper intends to provide an extensive survey of HD prediction for ANNs. When survey is completed, it's believed that the positive and effective research directions for intelligent HD prediction could be suggested and conducted.