{"title":"COVID - 19数据分析的深度学习算法","authors":"J. Yogapriya","doi":"10.17762/TURCOMAT.V12I9.3344","DOIUrl":null,"url":null,"abstract":"Covid-19 is a viral disease that affects the humans very fastly where by the death rate also increasing day by day. Recently a vaccine for COVID-19 is identified and being used by a particular age of people. There are different types of tests are being used to identify whether a person is having a corona or not. Mainly, the lung is being affected by people and unable to breath continuously. For diagnosing lunge related problems, Chest x-ray and chest CT imaging techniques are widely used. Various researches are being conducted to identify corona virus by using chest X ray images. Still, a substantial chest x-ray is a lower cost process in comparison to chest CT. Deep Learning techniques are being applied for analyzing a large amount of chest x-ray images which could screen the COVID-19.This paper analysis the various deep learning techniques applied for identifying corona virus symptoms using chest x ray images. Convolutional Neural Network algorithm has achieved 95% accuracy for analyzing COVID 19 and Normal patients. © 2021 Karadeniz Technical University. All rights reserved.","PeriodicalId":52230,"journal":{"name":"Turkish Journal of Computer and Mathematics Education","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Deep learning algorithms for COVID 19 data analytics\",\"authors\":\"J. Yogapriya\",\"doi\":\"10.17762/TURCOMAT.V12I9.3344\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Covid-19 is a viral disease that affects the humans very fastly where by the death rate also increasing day by day. Recently a vaccine for COVID-19 is identified and being used by a particular age of people. There are different types of tests are being used to identify whether a person is having a corona or not. Mainly, the lung is being affected by people and unable to breath continuously. For diagnosing lunge related problems, Chest x-ray and chest CT imaging techniques are widely used. Various researches are being conducted to identify corona virus by using chest X ray images. Still, a substantial chest x-ray is a lower cost process in comparison to chest CT. Deep Learning techniques are being applied for analyzing a large amount of chest x-ray images which could screen the COVID-19.This paper analysis the various deep learning techniques applied for identifying corona virus symptoms using chest x ray images. Convolutional Neural Network algorithm has achieved 95% accuracy for analyzing COVID 19 and Normal patients. © 2021 Karadeniz Technical University. All rights reserved.\",\"PeriodicalId\":52230,\"journal\":{\"name\":\"Turkish Journal of Computer and Mathematics Education\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Turkish Journal of Computer and Mathematics Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.17762/TURCOMAT.V12I9.3344\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Turkish Journal of Computer and Mathematics Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17762/TURCOMAT.V12I9.3344","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Social Sciences","Score":null,"Total":0}
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