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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
Authors:  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
Favorite  |  View/Download:313/0  |  Submit date: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  
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
Authors:  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
Favorite  |  View/Download:288/0  |  Submit date:2021/03/02
prostate cancer  Gleason grade groups  deep reinforcement learning  prostate cancer grading  magnetic resonance imaging  
Disparity level identification using the voxel-wise Gabor model of fMRI data 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 9, 页码: 2596-2610
Authors:  Li, Yuan;  Hou, Chunping;  Yao, Li;  Zhang, Chuncheng;  Zheng, Hongna;  Zhang, Jiacai;  Long, Zhiying
Favorite  |  View/Download:289/0  |  Submit date:2019/07/12
disparity  fMRI  Gabor  identify  voxel-wise encoding model  
Structural Abnormalities in Early Tourette Syndrome Children: A Combined Voxel-Based Morphometry and Tract-Based Spatial Statistics Study 期刊论文
PLOS ONE, 2013, 卷号: 8, 期号: 9
Authors:  Liu, Yue;  Miao, Wen;  Wang, Jieqiong;  Gao, Peiyi;  Yin, Guangheng;  Zhang, Liping;  Lv, Chuankai;  Ji, Zhiying;  Yu, Tong;  Sabel, B. A.;  He, Huiguang;  Peng, Yun
Favorite  |  View/Download:302/0  |  Submit date:2015/08/12