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Knowledge Commons of Institute of Automation,CAS
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Anisotropic edge-preserving network for resolution enhancement in unidirectional Cartesian magnetic particle imaging
期刊论文
Physics in Medicine & Biology, 2023, 卷号: 68, 期号: 4
Authors:
Shang,Yaxin
;
Liu,Jie
;
Liu,Yanjun
;
Zhang,Bo
;
Wu,Xiangjun
;
Zhang,Liwen
;
Tong,Wei
;
Hui,Hui
;
Tian,Jie
Favorite
  |  
View/Download:51/0
  |  
Submit date:2023/05/31
deep learning
magnetic particle imaging
point spread function
superparamagnetic iron oxide nanoparticles
unidirectional Cartesian
PGNet: Projection generative network for sparse-view reconstruction of projection-based magnetic particle imaging
期刊论文
MEDICAL PHYSICS, 2022, 页码: 18
Authors:
Wu, Xiangjun
;
He, Bingxi
;
Gao, Pengli
;
Zhang, Peng
;
Shang, Yaxin
;
Zhang, Liwen
;
Zhong, Jing
;
Jiang, Jingying
;
Hui, Hui
;
Tian, Jie
Favorite
  |  
View/Download:118/0
  |  
Submit date:2022/11/21
deep learning
field-free line
magnetic particle imaging
sparse view
Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images
期刊论文
NEURAL NETWORKS, 2022, 卷号: 152, 页码: 394-406
Authors:
Zhang, Liwen
;
Zhong, Lianzhen
;
Li, Cong
;
Zhang, Wenjuan
;
Hu, Chaoen
;
Dong, Di
;
Liu, Zaiyi
;
Zhou, Junlin
;
Tian, Jie
Favorite
  |  
View/Download:172/0
  |  
Submit date:2022/07/25
Overall survival
Deep learning
Computed tomography (CT)
Neural network
Development and Validation of a Deep Learning Model to Screen for Trisomy 21 During the First Trimester From Nuchal Ultrasonographic Images
期刊论文
JAMA NETWORK OPEN, 2022, 卷号: 5, 期号: 6, 页码: 11
Authors:
Zhang, Liwen
;
Dong, Di
;
Sun, Yongqing
;
Hu, Chaoen
;
Sun, Congxin
;
Wu, Qingqing
;
Tian, Jie
Favorite
  |  
View/Download:127/0
  |  
Submit date:2022/07/25
Deep learning for improving the spatial resolution of magnetic particle imaging
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2022, 卷号: 67, 期号: 12, 页码: 14
Authors:
Shang, Yaxin
;
Liu, Jie
;
Zhang, Liwen
;
Wu, Xiangjun
;
Zhang, Peng
;
Yin, Lin
;
Hui, Hui
;
Tian, Jie
Favorite
  |  
View/Download:128/0
  |  
Submit date:2022/07/25
deep learning
magnetic particle imaging
spatial resolution
superparamagnetic iron oxide nanoparticles
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 12
Authors:
Li, Wenbo
;
Zeng, Guanzhong
;
Zhang, Juncheng
;
Xu, Yan
;
Xing, Yang
;
Zhou, Rui
;
Guo, Gang
;
Shen, Yu
;
Cao, Dongpu
;
Wang, Fei-Yue
Favorite
  |  
View/Download:119/0
  |  
Submit date:2022/01/27
Emotion recognition
Feature extraction
Cognitive processes
Face recognition
Task analysis
Information processing
Convolutional neural networks
Affective computing
driver emotion
facial expression
human-machine interaction (HMI)
smart cockpit
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
Authors:
Zhang, Liwen
;
Dong, Di
;
Zhong, Lianzhen
;
Li, Cong
;
Hu, Chaoen
;
Yang, Xin
;
Liu, Zaiyi
;
Wang, Rongpin
;
Zhou, Junlin
;
Tian, Jie
Favorite
  |  
View/Download:147/0
  |  
Submit date: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
Authors:
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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  |  
View/Download:179/17
  |  
Submit date:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
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
Authors:
Wang,Xiaoxiao
;
Li,Cong
;
Fang,Mengjie
;
Zhang,Liwen
;
Zhong,Lianzhen
;
Dong,Di
;
Tian,Jie
;
Shan,Xiuhong
Adobe PDF(2269Kb)
  |  
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  |  
View/Download:253/28
  |  
Submit date:2021/04/06
Stomach cancer
Lymph nodes
Nomogram
Development and validation of a CT-based radiomic nomogram for preoperative prediction of early recurrence in advanced gastric cancer
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2020, 卷号: 145, 期号: 1, 页码: 13-20
Authors:
Zhang, Wenjuan
;
Fang, Mengjie
;
Dong, Di
;
Wang, Xiaoxiao
;
Ke, Xiaoai
;
Zhang, Liwen
;
Hu, Chaoen
;
Guo, Lingyun
;
Guan, Xiaoying
;
Zhou, Junlin
;
Shan, Xiuhong
;
Tian, Jie
View
  |  
Adobe PDF(1203Kb)
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  |  
View/Download:189/32
  |  
Submit date:2020/06/22
Gastric cancer
Computed tomography
Radiomics
Deep learning
Prognosis