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资助机构:Chinese Academy of Sciences
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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:345/0
  |  
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
Gene signatures predict biochemical recurrence-free survival in primary prostate cancer patients after radical therapy
期刊论文
CANCER MEDICINE, 2021, 页码: 11
作者:
Su, Qiang
;
Liu, Zhenyu
;
Chen, Chi
;
Gao, Han
;
Zhu, Yongbei
;
Wang, Liusu
;
Pan, Meiqing
;
Liu, Jiangang
;
Yang, Xin
;
Tian, Jie
收藏
  |  
浏览/下载:283/0
  |  
提交时间:2021/11/03
biochemical recurrence-free survival
gene signature
LASSO-Cox regression
primary prostate cancer
radical therapy
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:320/0
  |  
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:346/0
  |  
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:272/0
  |  
提交时间:2020/08/31
Radiomics-Based Preoperative Prediction of Lymph Node Status Following Neoadjuvant Therapy in Locally Advanced Rectal Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 13
作者:
Zhou, Xuezhi
;
Yi, Yongju
;
Liu, Zhenyu
;
Zhou, Zhiyang
;
Lai, Bingjia
;
Sun, Kai
;
Li, Longfei
;
Huang, Liyu
;
Feng, Yanqiu
;
Cao, Wuteng
;
Tian, Jie
收藏
  |  
浏览/下载:311/0
  |  
提交时间:2020/06/22
lymph node metastasis
prediction
neoadjuvant therapy
locally advanced rectal cancer
radiomics
Prediction of Response to Preoperative Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer Using Multicenter CT-Based Radiomic Analysis
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 10
作者:
Tian, Xin
;
Sun, Caixia
;
Liu, Zhenyu
;
Li, Weili
;
Duan, Hui
;
Wang, Lu
;
Fan, Huijian
;
Li, Mingwei
;
Li, Pengfei
;
Wang, Lihui
;
Liu, Ping
;
Tian, Jie
;
Chen, Chunlin
收藏
  |  
浏览/下载:326/0
  |  
提交时间:2020/04/07
locally advanced cervical cancer (LACC)
radiomics
neoadjuvant chemotherapy
response prediction
CT
Radiomic signature: A novel magnetic resonance imaging-based prognostic biomarker in patients with skull base chordoma
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2019, 卷号: 141, 页码: 239-246
作者:
Wei, Wei
;
Wang, Ke
;
Liu, Zhenyu
;
Tian, Kaibing
;
Wang, Liang
;
Du, Jiang
;
Ma, Junpeng
;
Wang, Shuo
;
Li, Longfei
;
Zhao, Rui
;
Cui, Luo
;
Wu, Zhen
;
Tian, Jie
收藏
  |  
浏览/下载:426/0
  |  
提交时间:2020/03/30
Biomarkers
Magnetic resonance imaging
Prognosis
Progression-free survival
Radiomics
Skull base chordoma
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:363/0
  |  
提交时间:2020/03/30
F-18-FDG PET
radiomics
glioma
isocitrate dehydrogenase
non-invasive prediction
Radiomics of Multiparametric MRI for Pretreatment Prediction of Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer: A Multicenter Study
期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 12, 页码: 3538-3547
作者:
Liu, Zhenyu
;
Li, Zhuolin
;
Qu, Jinrong
;
Zhang, Renzhi
;
Zhou, Xuezhi
;
Li, Longfei
;
Sun, Kai
;
Tang, Zhenchao
;
Jiang, Hui
;
Li, Hailiang
;
Xiong, Qianqian
;
Ding, Yingying
;
Zhao, Xinming
;
Wang, Kun
;
Liu, Zaiyi
;
Tian, Jie
收藏
  |  
浏览/下载:335/0
  |  
提交时间:2019/12/16