{"title":"Machine Learning In Bioinformatics: Gene Expression And Microarray Studies","authors":"Beyza Bağiröz, E. Doruk, O. Yıldız","doi":"10.1109/TIPTEKNO50054.2020.9299285","DOIUrl":null,"url":null,"abstract":"Machine learning methods used in the field of bioinformatics are a frequently used solution method in diagnosing, treating and investigating the underlying causes of diseases. In addition, it is an important field of study that allows for the ease of processing, the provision of computational power and the diversity of computational tools specific to the subject, especially in processes that require processing on gene expression and microarray data sets. In this study, an introduction has been made on the use of machine learning methods in the field of bioinformatics gene expression, and the use of machine learning methods has been exemplified by recent studies.","PeriodicalId":426945,"journal":{"name":"2020 Medical Technologies Congress (TIPTEKNO)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Medical Technologies Congress (TIPTEKNO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TIPTEKNO50054.2020.9299285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Machine learning methods used in the field of bioinformatics are a frequently used solution method in diagnosing, treating and investigating the underlying causes of diseases. In addition, it is an important field of study that allows for the ease of processing, the provision of computational power and the diversity of computational tools specific to the subject, especially in processes that require processing on gene expression and microarray data sets. In this study, an introduction has been made on the use of machine learning methods in the field of bioinformatics gene expression, and the use of machine learning methods has been exemplified by recent studies.