DCCL: A Fundamental Dataset Of Cervical Cancer Cytological Screen Using Deep Learning Technology

P. Luo, Ltd. KingMed Diagnostics Co.
{"title":"DCCL: A Fundamental Dataset Of Cervical Cancer Cytological Screen Using Deep Learning Technology","authors":"P. Luo, Ltd. KingMed Diagnostics Co.","doi":"10.24966/ctb-9107/100024","DOIUrl":null,"url":null,"abstract":"ed cervical cancer screen, so called Deep Cervical Cytology Lesions (DCCL) has been explored by a collaboration of King Med Diagnostics and Huawei in China. It is the largest set of cervical cytology data for development of the deep learning-based screening product, and it becomes a milestone and “A Benchmark for Cervical Cytology Analysis” as the authors indicated. This beautiful work has been presented at the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, 2019, Shenzhen, China) [1], and published in the International Workshop on Machine Learning in Medical Imaging [2].","PeriodicalId":137386,"journal":{"name":"Cytology and Tissue Biology","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cytology and Tissue Biology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.24966/ctb-9107/100024","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

ed cervical cancer screen, so called Deep Cervical Cytology Lesions (DCCL) has been explored by a collaboration of King Med Diagnostics and Huawei in China. It is the largest set of cervical cytology data for development of the deep learning-based screening product, and it becomes a milestone and “A Benchmark for Cervical Cytology Analysis” as the authors indicated. This beautiful work has been presented at the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, 2019, Shenzhen, China) [1], and published in the International Workshop on Machine Learning in Medical Imaging [2].
DCCL:基于深度学习技术的宫颈癌细胞学筛查基础数据集
King Med Diagnostics与华为在中国合作,探索了一种名为“深度宫颈细胞学病变(Deep cervical cyology lesion, DCCL)”的宫颈癌筛查技术。这是基于深度学习的筛查产品开发中最大的子宫颈细胞学数据集,正如作者所指出的那样,它成为一个里程碑和“子宫颈细胞学分析的基准”。这项美丽的工作已经在第22届国际医学图像计算与计算机辅助干预会议(MICCAI, 2019,深圳,中国)上发表[1],并发表在医学成像机器学习国际研讨会上[2]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信