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语种:英语
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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:306/0
  |  
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
Radiomics diagnosed histopathological growth pattern in prediction of response and 1-year progression free survival for colorectal liver metastases patients treated with bevacizumab containing chemotherapy
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2021, 卷号: 142, 页码: 8
作者:
Wei, Shengcai
;
Han, Yuqi
;
Zeng, Hanjiang
;
Ye, Shuai
;
Cheng, Jin
;
Chai, Fan
;
Wei, Jingwei
;
Zhang, Jianwei
;
Hong, Nan
;
Bao, Yudi
;
Zhou, Jing
;
Ye, Yingjiang
;
Meng, Xiaochun
;
Zhou, Yuwen
;
Deng, Yanhong
;
Qiu, Meng
;
Tian, Jie
;
Wang, Yi
收藏
  |  
浏览/下载:267/0
  |  
提交时间:2021/11/03
Histopathologic growth pattern
Colorectal liver metastases
Unresectable
Radiomics
Bevacizumab
Activable Nanoparticle for Tumor Aggressiveness and Drug Resistance Prediction by Glutathione Heterogeneous Imaging
期刊论文
JOURNAL OF BIOMEDICAL NANOTECHNOLOGY, 2021, 卷号: 17, 期号: 7, 页码: 1339-1348
作者:
Wang, Yaqin
;
Shang, Wenting
;
Xiong, Jianping
;
Liu, Yu
;
Luo, Ting
;
Qi, Xun
;
Niu, Meng
;
Xu, Ke
收藏
  |  
浏览/下载:217/0
  |  
提交时间:2021/11/03
GSH imaging
Tumor Invasiveness
Resistance
Heterogenetic
Nanoparticle
Ratiometric Photoacoustic Imaging
Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Deep Learning: A Multi-Center and Prospective Validation Study
期刊论文
CANCERS, 2021, 卷号: 13, 期号: 10, 页码: 19
作者:
Wei, Jingwei
;
Jiang, Hanyu
;
Zeng, Mengsu
;
Wang, Meiyun
;
Niu, Meng
;
Gu, Dongsheng
;
Chong, Huanhuan
;
Zhang, Yanyan
;
Fu, Fangfang
;
Zhou, Mu
;
Chen, Jie
;
Lyv, Fudong
;
Wei, Hong
;
Bashir, Mustafa R.
;
Song, Bin
;
Li, Hongjun
;
Tian, Jie
Adobe PDF(2568Kb)
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收藏
  |  
浏览/下载:371/61
  |  
提交时间:2021/06/15
hepatocellular carcinoma
microvascular invasion
magnetic resonance imaging
computed tomography
deep learning
Comparing radiomics models with different inputs for accurate diagnosis of significant fibrosis in chronic liver disease
期刊论文
EUROPEAN RADIOLOGY, 2021, 页码: 12
作者:
Lu, Xue
;
Zhou, Hui
;
Wang, Kun
;
Jin, Jieyang
;
Meng, Fankun
;
Mu, Xiaojie
;
Li, Shuoyang
;
Zheng, Rongqin
;
Tian, Jie
收藏
  |  
浏览/下载:274/0
  |  
提交时间:2021/06/07
Liver disease
Hepatic cirrhosis
Elasticity imaging techniques
Deep learning
Adaptive Grouping Block Sparse Bayesian Learning Method for Accurate and Robust Reconstruction in Bioluminescence Tomography
期刊论文
IEEE Transactions on Biomedical Engineering, 2021, 卷号: 68, 期号: 99, 页码: 1
作者:
Yin, Lin
;
Wang, Kun
;
Tong, Tong
;
Wang, Qian
;
An, Yu
;
Yang, Xin
;
Tian, Jie
Adobe PDF(11700Kb)
  |  
收藏
  |  
浏览/下载:265/49
  |  
提交时间:2021/05/31
adaptive grouping
bioluminescence tomography
block sparse Bayesian learning
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study
期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
作者:
Wu, Xiangjun
;
Dong, Di
;
Zhang, Lu
;
Fang, Mengjie
;
Zhu, Yongbei
;
He, Bingxi
;
Ye, Zhaoxiang
;
Zhang, Minming
;
Zhang, Shuixing
;
Tian, Jie
Adobe PDF(3862Kb)
  |  
收藏
  |  
浏览/下载:689/360
  |  
提交时间:2021/05/06
deep learning
peritumor
radiomics
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:280/0
  |  
提交时间:2021/03/02
prostate cancer
Gleason grade groups
deep reinforcement learning
prostate cancer grading
magnetic resonance imaging
Tumor Vessel Targeted Self-Assemble Nanoparticles for Amplification and Prediction of the Embolization Effect in Hepatocellular Carcinoma
期刊论文
ACS NANO, 2020, 卷号: 14, 期号: 11, 页码: 14907-14918
作者:
Wang, Yaqin
;
Shang, Wenting
;
Zhong, Hongshan
;
Luo, Ting
;
Niu, Meng
;
Xu, Ke
;
Tian, Jie
收藏
  |  
浏览/下载:208/0
  |  
提交时间:2021/03/01
coagulation cascade
tumor embolism
vessel density
hepatocellular carcinoma
self-assemble
nanoparticle
Nonconvex Laplacian Manifold Joint Method for Morphological Reconstruction of Fluorescence Molecular Tomography
期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 13
作者:
He, Xuelei
;
Meng, Hui
;
He, Xiaowei
;
Wang, Kun
;
Song, Xiaolei
;
Tian, Jie
收藏
  |  
浏览/下载:207/0
  |  
提交时间:2021/03/01
Fluorescence molecular tomography
Reconstruction
Nonconvex
Laplacian manifold
In vivo imaging
Morphology