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Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer

Lei Ding Hong-Wei Yao Wei-Tang Yuan Gui-Ying Wang Dian-Liang Zhang Lei Wang Guang-Wei Liu Bao-Chun Zhao Yun-Peng Zhou Shuai Li Zheng-Dong Zhang Yu-Ting Guo Ai-Qin Li Yun Lu

中华医学杂志（英文版）2019，Vol.132Issue(4)：379-387,9.

中华医学杂志（英文版）2019，Vol.132Issue(4)：379-387,9.DOI:10.1097/CM9.0000000000000095

Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer

Lei Ding ¹Hong-Wei Yao ²Wei-Tang Yuan ³Gui-Ying Wang ⁴Dian-Liang Zhang ⁵Lei Wang ⁶Guang-Wei Liu ⁷Bao-Chun Zhao ¹Yun-Peng Zhou ⁸Shuai Li ⁹Zheng-Dong Zhang ¹⁰Yu-Ting Guo ¹¹Ai-Qin Li ¹¹Yun Lu¹¹

作者信息

1. Shandong Key Laboratory of Digital Medicine & Computer Assisted Surgery, Qingdao University, Qingdao, Shandong 266003, China
2. Department of Medical Administration, Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, Shandong 266003, China
3. Department of General Surgery, Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases, Beijing 100050, China
4. Department of General Surgery, First Affiliated Hospital of Zhengzhou University, Zhenzhou, Henan 450052, China
5. Department of General Surgery, Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, China
6. Department of General Surgery, Qingdao Municipal Hospital, Qingdao, Shandong 266011, China
7. Department of General Surgery, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510655, China
8. Department of Outpatient Administration, Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, Shandong 266003, China
9. Department of Follow-up, Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, Shandong 266003, China
10. Department of Gastroenterology Surgery, Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, Shandong 266003, China
11. State Key Laboratory of Virtual Reality Technology & Systems, Beihang University, Beijing 100191, China
折叠

摘要

关键词

AI (Artificial Intelligence)/Magnetic resonance imaging/Pathology/Lymph nodes/Rectal cancer

Key words

AI (Artificial Intelligence)/Magnetic resonance imaging/Pathology/Lymph nodes/Rectal cancer

引用本文复制引用

Lei Ding,Hong-Wei Yao,Wei-Tang Yuan,Gui-Ying Wang,Dian-Liang Zhang,Lei Wang,Guang-Wei Liu,Bao-Chun Zhao,Yun-Peng Zhou,Shuai Li,Zheng-Dong Zhang,Yu-Ting Guo,Ai-Qin Li,Yun Lu..Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer[J].中华医学杂志（英文版）,2019,132(4):379-387,9.

基金项目

This work was supported by the grants from the Twelfth Five-Year Plan for Science and Technology Support of China (No.2013BFASTER R-CNN01B03),the Major Science and Technology Project of Independent Innovation of Qingdao,China (No.14-6-1-6-zdzx),and the Key Research and Development Plan (tackle hard-nut problems in science and technology) of Shandong Province (No.2018GSF118206). （No.2013BFASTER R-CNN01B03）

中华医学杂志（英文版）

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