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ImmunoAIzer: A Deep Learning-Based Computational Framework to Characterize Cell Distribution and Gene Mutation in Tumor Microenvironment 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 7, 页码: 21
Authors:  Bian, Chang;  Wang, Yu;  Lu, Zhihao;  An, Yu;  Wang, Hanfan;  Kong, Lingxin;  Du, Yang;  Tian, Jie
Adobe PDF(14076Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/05/17
deep learning  cell distribution  biomarker  tumor gene mutation  tumor microenvironment (TME)  semi-supervised learning  hematoxylin and eosin (H&  E)  
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus-medial prefrontal cortex functional connectivity 期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2020, 卷号: 216, 期号: 5, 页码: 267-274
Authors:  Liu, Shu;  Li, Ang;  Liu, Yong;  Yan, Hao;  Wang, Meng;  Sun, Yuqing;  Fan, Lingzhong;  Song, Ming;  Xu, Kaibin;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Zhang, Dai;  Jiang, Tianzi;  Liu, Bing
View  |  Adobe PDF(592Kb)  |  Favorite  |  View/Download:48/6  |  Submit date:2020/06/22
Schizophrenia  polygenic risk score  hippocampus  grey matter volume  functional connectivity  
A neuroimaging biomarker for striatal dysfunction in schizophrenia 期刊论文
NATURE MEDICINE, 2020, 卷号: 26, 期号: 26, 页码: 27
Authors:  Li, Ang;  Zalesky, Andrew;  Yue, Weihua;  Howes, Oliver;  Yan, Hao;  Liu, Yong;  Fan, Lingzhong;  Whitaker, Kirstie J.;  Xu, Kaibin;  Rao, Guangxiang;  Li, Jin;  Liu, Shu;  Wang, Meng;  Sun, Yuqing;  Song, Ming;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Wang, Xiaoqun;  Jiang, Tianzi;  Liu, Bing
View  |  Adobe PDF(5512Kb)  |  Favorite  |  View/Download:110/22  |  Submit date:2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  Favorite  |  View/Download:75/7  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma 期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 14, 页码: 4271-4279
Authors:  Peng, Hao;  Dong, Di;  Fang, Meng-Jie;  Li, Lu;  Tang, Ling-Long;  Chen, Lei;  Li, Wen-Fei;  Mao, Yan-Ping;  Fan, Wei;  Liu, Li-Zhi;  Tian, Li;  Lin, Ai-Hua;  Sun, Ying;  Tian, Jie;  Ma, Jun
View  |  Adobe PDF(1141Kb)  |  Favorite  |  View/Download:87/6  |  Submit date:2019/12/16
Advanced Nasopharyngeal Carcinoma  
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus–medial prefrontal cortex functional connectivity 期刊论文
The British Journal of Psychiatry, 2019, 期号: 2019, 页码: 1-8
Authors:  Liu Shu;  Li Ang;  Liu Yong;  Yan Hao;  Wang Meng;  Sun Yuqing;  Fan Lingzhong;  Song Ming;  Xu Kaibin;  Chen Jun;  Chen Yunchun;  Wang Huaning;  Guo Hua;  Wan Ping;  Lv Luxian;  Yang Yongfeng;  Li Peng;  Lu Lin;  Yan Jun;  Wang Huiling;  Zhang Hongxing;  Wu Huawang;  Ning Yuping;  Zhang Dai;  Jiang Tianzi;  Liu Bing
View  |  Adobe PDF(1844Kb)  |  Favorite  |  View/Download:125/27  |  Submit date:2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity  
Ultrasound-based radiomics score: a potential biomarker for the prediction of microvascular invasion in hepatocellular carcinoma 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 6, 页码: 2890-2901
Authors:  Hu, Hang-tong;  Wang, Zhu;  Huang, Xiao-wen;  Chen, Shu-ling;  Zheng, Xin;  Ruan, Si-min;  Xie, Xiao-yan;  Lu, Ming-de;  Yu, Jie;  Tian, Jie;  Liang, Ping;  Wang, Wei;  Kuang, Ming
Favorite  |  View/Download:77/0  |  Submit date:2019/07/12
Nomogram  Radiomics  Ultrasonography  
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population 期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
Authors:  Liu, Shengfeng;  Wang, Haiying;  Song, Ming;  Lv, Luxian;  Cui, Yue;  Liu, Yong;  Fan, Lingzhong;  Zuo, Nianming;  Xu, Kaibin;  Du, Yuhui;  Yu, Qingbao;  Luo, Na;  Qi, Shile;  Yang, Jian;  Xie, Sangma;  Li, Jian;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Hao;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Calhoun, Vince D.;  Jiang, Tianzi;  Sui, Jing
View  |  Adobe PDF(1469Kb)  |  Favorite  |  View/Download:125/18  |  Submit date:2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
Common and Specific Functional Activity Features in Schizophrenia, Major Depressive Disorder, and Bipolar Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2019, 卷号: 10, 页码: 10
Authors:  Yang, Yongfeng;  Liu, Shu;  Jiang, Xiaoyan;  Yu, Hongyan;  Ding, Shuang;  Lu, Yanli;  Li, Wenqiang;  Zhang, Hongxing;  Liu, Bing;  Cui, Yue;  Fan, Lingzhong;  Jiang, Tianzi;  Lv, Luxian
Favorite  |  View/Download:98/0  |  Submit date:2019/07/12
schizophrenia  major depressive disorder  bipolar disorder  magnetic resonance imaging  functional activity  
3D Point Cloud Analysis and Classification in Large-Scale Scene Based on Deep Learning 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 55649-55658
Authors:  Wang, Lei;  Meng, Weiliang;  Xi, Runping;  Zhang, Yanning;  Ma, Chengcheng;  Lu, Ling;  Zhang, Xiaopeng
Adobe PDF(2719Kb)  |  Favorite  |  View/Download:81/4  |  Submit date:2019/07/11
CNN  feature description matrix  geometric features  point cloud