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Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
作者:  Shao, Lizhi;  Liu, Zhenyu;  Yan, Ye;  Liu, Jiangang;  Ye, Xiongjun;  Xia, Haizhui;  Zhu, Xuehua;  Zhang, Yuting;  Zhang, Zhiying;  Chen, Huiying;  He, Wei;  Liu, Cheng;  Lu, Min;  Huang, Yi;  Sun, Kai;  Zhou, Xuezhi;  Yang, Guanyu;  Lu, Jian;  Tian, Jie
收藏  |  浏览/下载：264/0  |  提交时间：2021/12/28
Magnetic resonance imaging  Principal component analysis  Pathology  Lesions  Optimization  Task analysis  Predictive models  Gleason score  prostate cancer  patient-level prediction  joint optimization  MRI  reinforcement learning  
Development of a Deep Learning Model to Identify Lymph Node Metastasis on Magnetic Resonance Imaging in Patients With Cervical Cancer 期刊论文
JAMA NETWORK OPEN, 2020, 卷号: 3, 期号: 7, 页码: 13
作者:  Wu, Qingxia;  Wang, Shuo;  Zhang, Shuixing;  Wang, Meiyun;  Ding, Yingying;  Fang, Jin;  Qian, Wei;  Liu, Zhenyu;  Sun, Kai;  Jin, Yan;  Ma, He;  Tian, Jie
收藏  |  浏览/下载：247/0  |  提交时间：2020/09/07
Radiologist-like artificial intelligence for grade group prediction of radical prostatectomy for reducing upgrading and downgrading from biopsy 期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 22, 页码: 10200-10212
作者:  Shao, Lizhi;  Yan, Ye;  Liu, Zhenyu;  Ye, Xiongjun;  Xia, Haizhui;  Zhu, Xuehua;  Zhang, Yuting;  Zhang, Zhiying;  Chen, Huiying;  He, Wei;  Liu, Cheng;  Lu, Min;  Huang, Yi;  Ma, Lulin;  Sun, Kai;  Zhou, Xuezhi;  Yang, Guanyu;  Lu, Jian;  Tian, Jie
收藏  |  浏览/下载：236/0  |  提交时间：2021/03/02
prostate cancer  Gleason grade groups  deep reinforcement learning  prostate cancer grading  magnetic resonance imaging  
Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study 期刊论文
CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2019, 卷号: 10, 页码: 12
作者:  Fu, Sirui;  Wei, Jingwei;  Zhang, Jie;  Dong, Di;  Song, Jiangdian;  Li, Yong;  Duan, Chongyang;  Zhang, Shuaitong;  Li, Xiaoqun;  Gu, Dongsheng;  Chen, Xudong;  Hao, Xiaohan;  He, Xiaofeng;  Yan, Jianfeng;  Liu, Zhenyu;  Tian, Jie;  Lu, Ligong
收藏  |  浏览/下载：285/0  |  提交时间：2019/12/16
Radiomic nomogram for prediction of axillary lymph node metastasis in breast cancer 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 7, 页码: 3820-3829
作者:  Han, Lu;  Zhu, Yongbei;  Liu, Zhenyu;  Yu, Tao;  He, Cuiju;  Jiang, Wenyan;  Kan, Yangyang;  Dong, Di;  Tian, Jie;  Luo, Yahong
收藏  |  浏览/下载：286/0  |  提交时间：2019/07/11
Breast cancer  Axillary lymph node metastasis  Radiomics  Preoperative prediction  MRI