{"title":"基于深度学习的结直肠癌成像模式分类技术综述","authors":"Manju Dabass, Sharda Vashisth, R. Vig","doi":"10.1109/SPIN.2019.8711776","DOIUrl":null,"url":null,"abstract":"Colorectal Cancer has nowadays become one of the major cause of mortality and morbidity worldwide. It is likely to be curable when detected early. But for ensuring its correct diagnosis, double checking of biopsy or colonoscopy images needed to be done. Due to which diagnostic burden on pathologists has increased. Thus in order to assist pathologists, various computerized automated image analysis method has been timely proposed for accurate cancer detection. In this paper, the various recent deep learning techniques proposed for detection and classification of colorectal cancer are discussed.","PeriodicalId":344030,"journal":{"name":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Review of Classification Techniques Using Deep Learning for Colorectal Cancer Imaging Modalities\",\"authors\":\"Manju Dabass, Sharda Vashisth, R. Vig\",\"doi\":\"10.1109/SPIN.2019.8711776\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Colorectal Cancer has nowadays become one of the major cause of mortality and morbidity worldwide. It is likely to be curable when detected early. But for ensuring its correct diagnosis, double checking of biopsy or colonoscopy images needed to be done. Due to which diagnostic burden on pathologists has increased. Thus in order to assist pathologists, various computerized automated image analysis method has been timely proposed for accurate cancer detection. In this paper, the various recent deep learning techniques proposed for detection and classification of colorectal cancer are discussed.\",\"PeriodicalId\":344030,\"journal\":{\"name\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"volume\":\"115 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPIN.2019.8711776\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPIN.2019.8711776","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Review of Classification Techniques Using Deep Learning for Colorectal Cancer Imaging Modalities
Colorectal Cancer has nowadays become one of the major cause of mortality and morbidity worldwide. It is likely to be curable when detected early. But for ensuring its correct diagnosis, double checking of biopsy or colonoscopy images needed to be done. Due to which diagnostic burden on pathologists has increased. Thus in order to assist pathologists, various computerized automated image analysis method has been timely proposed for accurate cancer detection. In this paper, the various recent deep learning techniques proposed for detection and classification of colorectal cancer are discussed.