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浏览/检索结果:
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资助项目:National Key R&D Program of China[2017YFA0205200]
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Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
作者:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
;
Tang, Lin-Quan
;
Dong, Di
;
Tian, Jie
;
Mai, Hai-Qiang
Adobe PDF(1720Kb)
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浏览/下载:297/44
  |  
提交时间:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
作者:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
;
Tang, Zhenchao
;
Wang, Shuo
;
Zhou, Guifei
;
Zhou, Xuezhi
;
Shao, Lizhi
;
Ye, Xiaoying
;
Zhang, Yingli
;
Jia, Yanbin
;
Pan, Jiyang
;
Huang, Li
;
Liu, Xia
;
Liu, Jiangang
;
Tian, Jie
;
Wang, Ying
收藏
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浏览/下载:279/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
Deep learning-based AI model for signet-ring cell carcinoma diagnosis and chemotherapy response prediction in gastric cancer
期刊论文
MEDICAL PHYSICS, 2022, 页码: 12
作者:
Li, Cong
;
Qin, Yun
;
Zhang, Wei-Han
;
Jiang, Hanyu
;
Song, Bin
;
Bashir, Mustafa R.
;
Xu, Heng
;
Duan, Ting
;
Fang, Mengjie
;
Zhong, Lianzhen
;
Meng, Lingwei
;
Dong, Di
;
Hu, Zhenhua
;
Tian, Jie
;
Hu, Jian-Kun
Adobe PDF(1878Kb)
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浏览/下载:364/81
  |  
提交时间:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival
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
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浏览/下载:280/0
  |  
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
Multi-Focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 10, 页码: 3933-3942
作者:
Zhang, Liwen
;
Dong, Di
;
Zhong, Lianzhen
;
Li, Cong
;
Hu, Chaoen
;
Yang, Xin
;
Liu, Zaiyi
;
Wang, Rongpin
;
Zhou, Junlin
;
Tian, Jie
收藏
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浏览/下载:245/0
  |  
提交时间:2021/12/28
Hazards
Feature extraction
Computed tomography
Cancer
Radiomics
Indexes
Bioinformatics
Overall survival
gastric cancer
multi-level
CT image
deep learning
A deep learning-based radiomic nomogram for prognosis and treatment decision in advanced nasopharyngeal carcinoma: A multicentre study
期刊论文
EBIOMEDICINE, 2021, 卷号: 70, 页码: 10
作者:
Zhong, Lianzhen
;
Dong, Di
;
Fang, Xueliang
;
Zhang, Fan
;
Zhang, Ning
;
Zhang, Liwen
;
Fang, Mengjie
;
Jiang, Wei
;
Liang, Shaobo
;
Li, Cong
;
Liu, Yujia
;
Zhao, Xun
;
Cao, Runnan
;
Shan, Hong
;
Hu, Zhenhua
;
Ma, Jun
;
Tang, Linglong
;
Tian, Jie
Adobe PDF(3679Kb)
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收藏
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浏览/下载:354/69
  |  
提交时间:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
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)
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收藏
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浏览/下载:655/357
  |  
提交时间:2021/05/06
deep learning
peritumor
radiomics
Integrating No.3 lymph nodes and primary tumor radiomics to predict lymph node metastasis in T1-2 gastric cancer
期刊论文
BMC Medical Imaging, 2021, 卷号: 21, 期号: 1, 页码: 10
作者:
Wang,Xiaoxiao
;
Li,Cong
;
Fang,Mengjie
;
Zhang,Liwen
;
Zhong,Lianzhen
;
Dong,Di
;
Tian,Jie
;
Shan,Xiuhong
Adobe PDF(2269Kb)
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收藏
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浏览/下载:371/57
  |  
提交时间:2021/04/06
Stomach cancer
Lymph nodes
Nomogram
Deep Learning-Based Prediction of Future Extrahepatic Metastasis and Macrovascular Invasion in Hepatocellular Carcinoma
期刊论文
JOURNAL OF HEPATOCELLULAR CARCINOMA, 2021, 卷号: 8, 页码: 1065-1076
作者:
Fu, Sirui
;
Pan, Meiqing
;
Zhang, Jie
;
Zhang, Hui
;
Tang, Zhenchao
;
Li, Yong
;
Mu, Wei
;
Huang, Jianwen
;
Dong, Di
;
Duan, Chongyang
;
Li, Xiaoqun
;
Wang, Shuo
;
Chen, Xudong
;
He, Xiaofeng
;
Yan, Jianfeng
;
Lu, Ligong
;
Tian, Jie
收藏
  |  
浏览/下载:238/0
  |  
提交时间:2021/11/03
aggressive disease progression
deep learning radiomics
clinical factors
high-risk
risk prediction
Multiparametric MRI-based radiomics analysis for the prediction of breast tumor regression patterns after neoadjuvant chemotherapy
期刊论文
TRANSLATIONAL ONCOLOGY, 2020, 卷号: 13, 期号: 11, 页码: 8
作者:
Zhuang, Xiaosheng
;
Chen, Chi
;
Liu, Zhenyu
;
Zhang, Liulu
;
Zhou, Xuezhi
;
Cheng, Minyi
;
Ji, Fei
;
Zhu, Teng
;
Lei, Chuqian
;
Zhang, Junsheng
;
Jiang, Jingying
;
Tian, Jie
;
Wang, Kun
收藏
  |  
浏览/下载:251/0
  |  
提交时间:2021/01/07