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Knowledge Commons of Institute of Automation,CAS
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资助项目:National Natural Science Foundation of China[81772012]
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Deep learning algorithm to improve hypertrophic cardiomyopathy mutation prediction using cardiac cine images
期刊论文
EUROPEAN RADIOLOGY, 2020, 页码: 10
作者:
Zhou, Hongyu
;
Li, Lu
;
Liu, Zhenyu
;
Zhao, Kankan
;
Chen, Xiuyu
;
Lu, Minjie
;
Yin, Gang
;
Song, Lei
;
Zhao, Shihua
;
Zheng, Hairong
;
Tian, Jie
收藏
  |  
浏览/下载:283/0
  |  
提交时间:2021/01/06
Cardiomyopathy
hypertrophic
Genotype
Deep learning
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
Automated detection of hippocampal sclerosis using clinically empirical and radiomics features
期刊论文
EPILEPSIA, 2019, 卷号: 60, 期号: 12, 页码: 2519-2529
作者:
Mo, Jiajie
;
Liu, Zhenyu
;
Sun, Kai
;
Ma, Yanshan
;
Hu, Wenhan
;
Zhang, Chao
;
Wang, Yao
;
Wang, Xiu
;
Liu, Chang
;
Zhao, Baotian
;
Zhang, Kai
;
Zhang, Jianguo
;
Tian, Jie
收藏
  |  
浏览/下载:284/0
  |  
提交时间:2020/08/03
clinical features
hippocampal sclerosis
MRI negative
radiomics
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
Predicting the Type of Tumor-Related Epilepsy in Patients With Low-Grade Gliomas: A Radiomics Study
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:
Wang, Yinyan
;
Wei, Wei
;
Liu, Zhenyu
;
Liang, Yuchao
;
Liu, Xing
;
Li, Yiming
;
Tang, Zhenchao
;
Jiang, Tao
;
Tian, Jie
收藏
  |  
浏览/下载:291/0
  |  
提交时间:2020/06/02
epilepsy type
low-grade gliomas
machine learning
radiomics
T2-weighted imaging
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
Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancer
期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 5, 页码: 2284-2292
作者:
Fang, Jin
;
Zhang, Bin
;
Wang, Shuo
;
Jin, Yan
;
Wang, Fei
;
Ding, Yingying
;
Chen, Qiuying
;
Chen, Liting
;
Li, Yueyue
;
Li, Minmin
;
Chen, Zhuozhi
;
Liu, Lizhi
;
Liu, Zhenyu
;
Tian, Jie
;
Zhang, Shuixing
收藏
  |  
浏览/下载:370/0
  |  
提交时间:2020/03/30
cervical cancer
magnetic resonance imaging
radiomics
disease-free survival
Radiomics analysis of placenta on T2WI facilitates prediction of postpartum haemorrhage: A multicentre study
期刊论文
EBIOMEDICINE, 2019, 卷号: 50, 页码: 355-365
作者:
Wu, Qingxia
;
Yao, Kuan
;
Liu, Zhenyu
;
Li, Longfei
;
Zhao, Xin
;
Wang, Shuo
;
Shang, Honglei
;
Lin, Yusong
;
Wen, Zejun
;
Tian, Jie
;
Wang, Meiyun
收藏
  |  
浏览/下载:439/0
  |  
提交时间:2020/03/30
Radiomics
Placenta accreta spectrum
Postpartum haemorrhage
Estimated blood loss
Magnetic resonance imaging
Identification of Cognitive Dysfunction in Patients with T2DM Using Whole Brain Functional Connectivity
期刊论文
GENOMICS PROTEOMICS & BIOINFORMATICS, 2019, 卷号: 17, 期号: 4, 页码: 441-452
作者:
Liu, Zhenyu
;
Liu, Jiangang
;
Yuan, Huijuan
;
Liu, Taiyuan
;
Cui, Xingwei
;
Tang, Zhenchao
;
Du, Yang
;
Wang, Meiyun
;
Lin, Yusong
;
Tian, Jie
收藏
  |  
浏览/下载:293/0
  |  
提交时间:2020/03/30
Type 2 diabetes mellitus
Resting state functional connectivity
Elastic net
Support vector machines
MoCA