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资助机构:National Natural Science Foundation of China
资助项目:National Key R&D Program of China[2017YFA0205200]
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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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浏览/下载:408/75
  |  
提交时间:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 5, 页码: 1484-1498
作者:
Wang, Hanfan
;
Bian, Chang
;
Kong, Lingxin
;
An, Yu
;
Du, Yang
;
Tian, Jie
Adobe PDF(8176Kb)
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  |  
浏览/下载:443/72
  |  
提交时间:2021/06/15
Image reconstruction
Fluorescence
Probes
Mathematical model
Photonics
Molecular imaging
Biological tissues
Fluorescence molecular tomography
adaptive parameter search
elastic net
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
  |  
浏览/下载:737/373
  |  
提交时间:2021/05/06
deep learning
peritumor
radiomics
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3585-3594
作者:
Li, Cong
;
Dong, Di
;
Li, Liang
;
Gong, Wei
;
Li, Xiaohu
;
Bai, Yan
;
Wang, Meiyun
;
Hu, Zhenhua
;
Zha, Yunfei
;
Tian, Jie
Adobe PDF(2325Kb)
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收藏
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浏览/下载:417/65
  |  
提交时间:2021/03/02
COVID-19
radiomics
deep learning
computed tomography (CT)
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
作者:
Meng, Lingwei
;
Dong, Di
;
Li, Liang
;
Niu, Meng
;
Bai, Yan
;
Wang, Meiyun
;
Qiu, Xiaoming
;
Zha, Yunfei
;
Tian, Jie
Adobe PDF(4120Kb)
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浏览/下载:357/64
  |  
提交时间:2021/03/02
COVID-19
Computed tomography
Lung
Hospitals
Biomedical imaging
Training
Coronavirus disease 2019 (COVID-19)
prognosis
computed tomography
deep learning
artificial intelligence
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 25, 期号: 3, 页码: 755-762
作者:
Meng, Lingwei
;
Dong, Di
;
Chen, Xin
;
Fang, Mengjie
;
Wang, Rongpin
;
Li, Jing
;
Liu, Zaiyi
;
Tian, Jie
Adobe PDF(3010Kb)
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收藏
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浏览/下载:311/74
  |  
提交时间:2020/10/25
Computed tomography (CT)
A Deep Learning Risk Prediction Model for Overall Survival in Patients with Gastric Cancer: A Multicenter Study
期刊论文
Radiotherapy and oncology, 2020, 卷号: 150, 期号: 1, 页码: 73-80
作者:
Zhang, Liwen
;
Dong, Di
;
Zhang, Wenjuan
;
Hao, Xiaohan
;
Fang, Mengjie
;
Wang, Shuo
;
Li, Wuchao
;
Liu, Zaiyi
;
Wang, Rongpin
;
Zhou, Junlin
;
Tian, Jie
浏览
  |  
Adobe PDF(1185Kb)
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  |  
浏览/下载:288/66
  |  
提交时间:2020/10/25
Gastric Cancer
Radiomics Analysis of Computed Tomography helps predict poor prognostic outcome in COVID-19
期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 16, 页码: 7231-7244
作者:
Wu, Qingxia
;
Wang, Shuo
;
Liang, Li
;
Wu, Qingxia
;
Qian, Wei
;
Hu, Yahua
;
Li, Li
;
Zhou, Xuezhi
;
Ma, He
;
Li, Hongjun
;
Wang, Meiyun
;
Qiu, Xiaoming
;
Zha, Yunfei
;
Tian, Jie
收藏
  |  
浏览/下载:196/0
  |  
提交时间:2020/08/03
COVID-19
Computed tomography
Radiomics
Prognosis
Poor outcome
Novel radiomics features from CCTA images for the functional evaluation of significant ischaemic lesions based on the coronary fractional flow reserve score
期刊论文
INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2020, 页码: 12
作者:
Hu, Wenchao
;
Wu, Xiangjun
;
Dong, Di
;
Cui, Long-Biao
;
Jiang, Min
;
Zhang, Jibin
;
Wang, Yabin
;
Wang, Xinjiang
;
Gao, Lei
;
Tian, Jie
;
Cao, Feng
收藏
  |  
浏览/下载:227/0
  |  
提交时间:2020/07/06
Coronary artery disease
CT angiography
Radiomics
Myocardial ischaemia
Multi-Habitat Based Radiomics for the Prediction of Treatment Response to Concurrent Chemotherapy and Radiation Therapy in Locally Advanced Cervical Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:
Fang, Mengjie
;
Kan, Yangyang
;
Dong, Di
;
Yu, Tao
;
Zhao, Nannan
;
Jiang, Wenyan
;
Zhong, Lianzhen
;
Hu, Chaoen
;
Luo, Yahong
;
Tian, Jie
Adobe PDF(730Kb)
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收藏
  |  
浏览/下载:382/64
  |  
提交时间:2020/06/22
cervical cancer
MRI
radiomics
treatment response prediction
concurrent chemotherapy and radiation therapy
precision medicine