{"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].
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]。