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Improved diagnosis of thyroid cancer aided with deep learning applied to sonographic text reports: a retrospective, multi-cohort, diagnostic study

Qiang Zhang, Sheng Zhang,Jianxin Li,Yi Pan,Jing Zhao,Yixing Feng,Yanhui Zhao,Xiaoqing Wang,Zhiming Zheng,Xiangming Yang,Lixia Liu,Chunxin Qin,Ke Zhao,Xiaonan Liu,Caixia Li,Liuyang Zhang,Chunrui Yang,Na Zhuo,Hong Zhang, Jie Liu,Jinglei Gao,Xiaoling Di,Fanbo Meng,Wei Ji,Meng Yang,Xiaojie Xin,Xi Wei,Rui Jin,Lun Zhang,Xudong Wang,Fengju Song,Xiangqian Zheng,Ming Gao,Kexin Chen,Xiangchun Li

CANCER BIOLOGY & MEDICINE（2022）

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Key words
Thyroid cancer, sonographic text report, deep learning, natural language process
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