Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears
Technical advancements have significantly improved early diagnosis of cervical cancer, but accurate diagnosis is still difficult due to various practical factors. Here, the authors develop an artificial intelligence assistive diagnostic solution to improve cervical liquid-based thin-layer cell smear...
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Nature Portfolio
2021
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oai:doaj.org-article:a9ff146cba1f4537910e4022e670fbb32021-12-02T17:52:29ZHybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears10.1038/s41467-021-23913-32041-1723https://doaj.org/article/a9ff146cba1f4537910e4022e670fbb32021-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-23913-3https://doaj.org/toc/2041-1723Technical advancements have significantly improved early diagnosis of cervical cancer, but accurate diagnosis is still difficult due to various practical factors. Here, the authors develop an artificial intelligence assistive diagnostic solution to improve cervical liquid-based thin-layer cell smear diagnosis according to clinical TBS criteria in a large multicenter study.Xiaohui ZhuXiaoming LiKokhaur OngWenli ZhangWencai LiLongjie LiDavid YoungYongjian SuBin ShangLinggan PengWei XiongYunke LiuWenting LiaoJingjing XuFeifei WangQing LiaoShengnan LiMinmin LiaoYu LiLinshang RaoJinquan LinJianyuan ShiZejun YouWenlong ZhongXinrong LiangHao HanYan ZhangNa TangAixia HuHongyi GaoZhiqiang ChengLi LiangWeimiao YuYanqing DingNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021) |
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Science Q Xiaohui Zhu Xiaoming Li Kokhaur Ong Wenli Zhang Wencai Li Longjie Li David Young Yongjian Su Bin Shang Linggan Peng Wei Xiong Yunke Liu Wenting Liao Jingjing Xu Feifei Wang Qing Liao Shengnan Li Minmin Liao Yu Li Linshang Rao Jinquan Lin Jianyuan Shi Zejun You Wenlong Zhong Xinrong Liang Hao Han Yan Zhang Na Tang Aixia Hu Hongyi Gao Zhiqiang Cheng Li Liang Weimiao Yu Yanqing Ding Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| description |
Technical advancements have significantly improved early diagnosis of cervical cancer, but accurate diagnosis is still difficult due to various practical factors. Here, the authors develop an artificial intelligence assistive diagnostic solution to improve cervical liquid-based thin-layer cell smear diagnosis according to clinical TBS criteria in a large multicenter study. |
| format |
article |
| author |
Xiaohui Zhu Xiaoming Li Kokhaur Ong Wenli Zhang Wencai Li Longjie Li David Young Yongjian Su Bin Shang Linggan Peng Wei Xiong Yunke Liu Wenting Liao Jingjing Xu Feifei Wang Qing Liao Shengnan Li Minmin Liao Yu Li Linshang Rao Jinquan Lin Jianyuan Shi Zejun You Wenlong Zhong Xinrong Liang Hao Han Yan Zhang Na Tang Aixia Hu Hongyi Gao Zhiqiang Cheng Li Liang Weimiao Yu Yanqing Ding |
| author_facet |
Xiaohui Zhu Xiaoming Li Kokhaur Ong Wenli Zhang Wencai Li Longjie Li David Young Yongjian Su Bin Shang Linggan Peng Wei Xiong Yunke Liu Wenting Liao Jingjing Xu Feifei Wang Qing Liao Shengnan Li Minmin Liao Yu Li Linshang Rao Jinquan Lin Jianyuan Shi Zejun You Wenlong Zhong Xinrong Liang Hao Han Yan Zhang Na Tang Aixia Hu Hongyi Gao Zhiqiang Cheng Li Liang Weimiao Yu Yanqing Ding |
| author_sort |
Xiaohui Zhu |
| title |
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| title_short |
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| title_full |
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| title_fullStr |
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| title_full_unstemmed |
Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears |
| title_sort |
hybrid ai-assistive diagnostic model permits rapid tbs classification of cervical liquid-based thin-layer cell smears |
| publisher |
Nature Portfolio |
| publishDate |
2021 |
| url |
https://doaj.org/article/a9ff146cba1f4537910e4022e670fbb3 |
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