{"title":"Deep Learning for Cancer Cell Detection and Segmentation: A Survey","authors":"Priyank Hajela, A. Pawar, Swati Ahirrao","doi":"10.1109/PUNECON.2018.8745420","DOIUrl":null,"url":null,"abstract":"The early stage cancer detection is required to provide proper treatment to the patient and reduce the risk of death due to cancer as detection of these cancer cells at later stages lead to more suffering and increases chances of death. Researchers have been working on and developing various deep learning solutions to produce encouraging results. In this paper, we explore the various techniques and technologies that are already in practice to detect the cancer cells in their early stages and works presently going on in the industry.","PeriodicalId":166677,"journal":{"name":"2018 IEEE Punecon","volume":"148 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Punecon","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PUNECON.2018.8745420","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
The early stage cancer detection is required to provide proper treatment to the patient and reduce the risk of death due to cancer as detection of these cancer cells at later stages lead to more suffering and increases chances of death. Researchers have been working on and developing various deep learning solutions to produce encouraging results. In this paper, we explore the various techniques and technologies that are already in practice to detect the cancer cells in their early stages and works presently going on in the industry.