Identification of lymph node metastasis in pre-operation cervical cancer patients by weakly supervised deep learning from histopathological whole-slide biopsy images.

Qingqing Liu,Nan Jiang,Yiping Hao, Chunyan Hao,Wei Wang, Tingting Bian, Xiaohong Wang,Hua Li,Yan Zhang, Yanjun Kang, Fengxiang Xie,Yawen Li,XuJi Jiang, Yuan Feng,Zhonghao Mao,Qi Wang,Qun Gao,Wenjing Zhang,Baoxia Cui,Taotao Dong

Cancer medicine(2023)

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摘要
DL-based image analysis has demonstrated efficiency in predicting LNM in early operable cervical cancer through the utilization of biopsies WSI. This approach has the potential to enhance therapeutic decision-making for patients diagnosed with cervical cancer.
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关键词
cervical biopsy,cervical cancer,deep learning,histopathological,lymph node metastasis,WSI
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