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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
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View/Download:12/0
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Submit date:2022/07/25
Overall survival
Deep learning
Computed tomography (CT)
Neural network
Tract-specific white matter microstructural alterations in subjects with schizophrenia and unaffected first-degree relatives
期刊论文
BRAIN IMAGING AND BEHAVIOR, 2022, 页码: 10
Authors:
Xie, Sangma
;
Zhuo, Junjie
;
Song, Ming
;
Chu, Congying
;
Cui, Yue
;
Chen, Yunchun
;
Wang, Huaning
;
Li, Lihua
;
Jiang, Tianzi
Favorite
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View/Download:10/0
  |  
Submit date:2022/07/25
Schizophrenia
Unaffected first-degree relatives
Genetic predisposition
White matter tracts
Probabilistic tractography
Enhanced default mode network functional connectivity links with electroconvulsive therapy response in major depressive disorder
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 306, 页码: 47-54
Authors:
Pang, Yajing
;
Wei, Qiang
;
Zhao, Shanshan
;
Li, Nan
;
Li, Zhihui
;
Lu, Fengmei
;
Pang, Jianyue
;
Zhang, Rui
;
Wang, Kai
;
Chu, Congying
;
Tian, Yanghua
;
Wang, Jiaojian
Favorite
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View/Download:11/0
  |  
Submit date:2022/07/25
Major depressive disorder
ECT
Functional connectivity
Prediction
Depressive symptom
Uncovering the genetic profiles underlying the intrinsic organization of the human cerebellum
期刊论文
MOLECULAR PSYCHIATRY, 2022, 页码: 16
Authors:
Wang, Yaping
;
Chai, Lin
;
Chu, Congying
;
Li, Deying
;
Gao, Chaohong
;
Wu, Xia
;
Yang, Zhengyi
;
Zhang, Yu
;
Xu, Junhai
;
Nyengaard, Jens Randel
;
Eickhoff, Simon B.
;
Liu, Bing
;
Madsen, Kristoffer Hougaard
;
Jiang, Tianzi
;
Fan, Lingzhong
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View/Download:21/0
  |  
Submit date:2022/06/06
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
Authors:
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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Submit date:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival
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:30/0
  |  
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:43/0
  |  
Submit date:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
Altered functional connectivity between the nucleus basalis of Meynert and anterior cingulate cortex is associated with declined attentional performance after total sleep deprivation
期刊论文
BEHAVIOURAL BRAIN RESEARCH, 2021, 卷号: 409, 页码: 7
Authors:
Qi, Jing
;
Li, Bo-Zhi
;
Zhang, Ying
;
Pan, Bei
;
Gao, Yu-Hong
;
Zhan, Hao
;
Liu, Yong
;
Shao, Yong-Cong
;
Zhang, Xi
Favorite
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View/Download:43/0
  |  
Submit date:2021/08/15
Sleep deprivation
Vigilant attention
Nucleus basalis of Meynert
Functional connectivity
fMRI
Identifying early gastric cancer under magnifying narrow-band images with deep learning: a multicenter study
期刊论文
GASTROINTESTINAL ENDOSCOPY, 2021, 卷号: 93, 期号: 6, 页码: 1333-+
Authors:
Hu, Hao
;
Gong, Lixin
;
Dong, Di
;
Zhu, Liang
;
Wang, Min
;
He, Jie
;
Shu, Lei
;
Cai, Yiling
;
Cai, Shilun
;
Su, Wei
;
Zhong, Yunshi
;
Li, Cong
;
Zhu, Yongbei
;
Fang, Mengjie
;
Zhong, Lianzhen
;
Yang, Xin
;
Zhou, Pinghong
;
Tian, Jie
Adobe PDF(2330Kb)
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View/Download:40/0
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Submit date:2021/08/15
基于Unet编码块迁移学习的胃印戒细胞癌诊断研究
学位论文
, 北京市海淀区中国科学院自动化研究所智能化大厦910: 中国科学院大学-中国科学院自动化研究所, 2021
Authors:
李聪
Adobe PDF(3289Kb)
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View/Download:68/1
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Submit date:2021/06/16
胃印戒细胞癌
迁移学习
深度学习
诊断
生存期