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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
Favorite  |  View/Download:12/0  |  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
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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
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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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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
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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
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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  |  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
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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
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胃印戒细胞癌  迁移学习  深度学习  诊断  生存期