Ricardo Buettner, Marcus Bilo, Nico Bay, Toni Zubac
{"title":"A Systematic Literature Review of Medical Image Analysis Using Deep Learning","authors":"Ricardo Buettner, Marcus Bilo, Nico Bay, Toni Zubac","doi":"10.1109/ISIEA49364.2020.9188131","DOIUrl":null,"url":null,"abstract":"We review literature in top journals and conferences on the usage of deep learning for medical image analysis in modern healthcare. As a result it is shown that deep learning offers unique capabilities and breakthroughs in identifying, classifying and segmenting different kinds of medical images, especially related to cancer in the breast, lung, and brain.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIEA49364.2020.9188131","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
We review literature in top journals and conferences on the usage of deep learning for medical image analysis in modern healthcare. As a result it is shown that deep learning offers unique capabilities and breakthroughs in identifying, classifying and segmenting different kinds of medical images, especially related to cancer in the breast, lung, and brain.