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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：302/0  |  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  
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：273/0  |  提交时间：2021/03/02
prostate cancer  Gleason grade groups  deep reinforcement learning  prostate cancer grading  magnetic resonance imaging  
Radiomics Analysis of Postoperative Epilepsy Seizures in Low-Grade Gliomas Using Preoperative MR Images 期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:  Sun, Kai;  Liu, Zhenyu;  Li, Yiming;  Wang, Lei;  Tang, Zhenchao;  Wang, Shuo;  Zhou, Xuezhi;  Shao, Lizhi;  Sun, Caixia;  Liu, Xing;  Jiang, Tao;  Wang, Yinyan;  Tian, Jie
收藏  |  浏览/下载：302/0  |  提交时间：2020/08/31
low-grade glioma  epilepsy  radiomics  elastic net  Cox regression  
Multiparametric MRI and Whole Slide Image-Based Pretreatment Prediction of Pathological Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer: A Multicenter Radiopathomic Study 期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2020, 页码: 11
作者:  Shao, Lizhi;  Liu, Zhenyu;  Feng, Lili;  Lou, Xiaoying;  Li, Zhenhui;  Zhang, Xiao-Yan;  Wan, Xiangbo;  Zhou, Xuezhi;  Sun, Kai;  Zhang, Da-Fu;  Wu, Lin;  Yang, Guanyu;  Sun, Ying-Shi;  Xu, Ruihua;  Fan, Xinjuan;  Tian, Jie
收藏  |  浏览/下载：229/0  |  提交时间：2020/08/31
Research paper Improving B-mode ultrasound diagnostic performance for focal liver lesions using deep learning: A multicentre study 期刊论文
EBIOMEDICINE, 2020, 卷号: 56, 页码: 9
作者:  Yang, Qi;  Wei, Jingwei;  Hao, Xiaohan;  Kong, Dexing;  Yu, Xiaoling;  Jiang, Tianan;  Xi, Junqing;  Cai, Wenjia;  Luo, Yanchun;  Jing, Xiang;  Yang, Yilin;  Cheng, Zhigang;  Wu, Jinyu;  Zhang, Huiping;  Liao, Jintang;  Zhou, Pei;  Song, Yu;  Zhang, Yao;  Han, Zhiyu;  Cheng, Wen;  Tang, Lina;  Liu, Fangyi;  Dou, Jianping;  Zheng, Rongqin;  Yu, Jie;  Tian, Jie;  Liang, Ping
收藏  |  浏览/下载：301/0  |  提交时间：2020/08/21
Ultrasound  Convolutional neural network  Focal liver lesions  Diagnosis  
A Non-invasive Radiomic Method Using F-18-FDG PET Predicts Isocitrate Dehydrogenase Genotype and Prognosis in Patients With Glioma 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
作者:  Li, Longfei;  Mu, Wei;  Wang, Yaning;  Liu, Zhenyu;  Liu, Zehua;  Wang, Yu;  Ma, Wenbin;  Kong, Ziren;  Wang, Shuo;  Zhou, Xuezhi;  Wei, Wei;  Cheng, Xin;  Lin, Yusong;  Tian, Jie
收藏  |  浏览/下载：324/0  |  提交时间：2020/03/30
F-18-FDG PET  radiomics  glioma  isocitrate dehydrogenase  non-invasive prediction  
Radiomics Facilitates Candidate Selection for Irradiation Stents Among Patients With Unresectable Pancreatic Cancer 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
作者:  Zhou, Hai-Feng;  Han, Yu-Qi;  Lu, Jian;  Wei, Jing-Wei;  Guo, Jin-He;  Zhu, Hai-Dong;  Huang, Ming;  Ji, Jian-Song;  Lv, Wei-Fu;  Chen, Li;  Zhu, Guang-Yu;  Jin, Zhi-Cheng;  Tian, Jie;  Teng, Gao-Jun
收藏  |  浏览/下载：282/0  |  提交时间：2019/12/16
radiomics  pancreatic cancer  malignant biliary obstruction  irradiation stent  survival  
A Computed Tomography-Based Radiomic Prognostic Marker of Advanced High-Grade Serous Ovarian Cancer Recurrence: A Multicenter Study 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 12
作者:  Wei, Wei;  Liu, Zhenyu;  Rong, Yu;  Zhou, Bin;  Bei, Yan;  Wei, Wei;  Wang, Shuo;  Wang, Meiyun;  Guo, Yingkun;  Tian, Jie
收藏  |  浏览/下载：311/0  |  提交时间：2019/07/12
advanced high-grade serous ovarian cancer  CT  prognosis  radiomics  recurrence  
Radiomics-Based Pretherapeutic Prediction of Non-response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer 期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2019, 卷号: 26, 期号: 6, 页码: 1676-1684
作者:  Zhou, Xuezhi;  Yi, Yongju;  Liu, Zhenyu;  Cao, Wuteng;  Lai, Bingjia;  Sun, Kai;  Li, Longfei;  Zhou, Zhiyang;  Feng, Yanqiu;  Tian, Jie
收藏  |  浏览/下载：246/0  |  提交时间：2019/07/11