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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
Favorite  |  View/Download:10/0  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
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:45/15  |  Submit date:2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity  
Large-Scale Bisample Learning on ID Versus Spot Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 6-7, 页码: 684-700
Authors:  Zhu, Xiangyu;  Liu, Hao;  Lei, Zhen;  Shi, Hailin;  Yang, Fan;  Yi, Dong;  Qi, Guojun;  Li, Stan Z.
Favorite  |  View/Download:22/0  |  Submit date:2019/07/11
Face recognition  ID versus spot  Large-scale bisample learning  Dominant prototype softmax  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
Authors:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Convolutional neural network  Multi-task learning  Medical concept normalization  
基于深度学习的人体行为识别研究 学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨浩
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深度学习  卷积神经网络  递归神经网络  行为识别  
Prediction early recurrence of hepatocellular carcinoma eligible for curative ablation using a Radiomics nomogram 期刊论文
Cancer Imaging, 2019, 卷号: 19, 期号: 1
Authors:  Yuan,Chunwang;  Wang,Zhenchang;  Gu,Dongsheng;  Tian,Jie;  Zhao,Peng;  Wei,Jingwei;  Yang,Xiaozhen;  Hao,Xiaohan;  Dong,Di;  He,Ning;  Sun,Yu;  Gao,Wenfeng;  Feng,Jiliang
Favorite  |  View/Download:25/0  |  Submit date:2019/07/11
Hepatocellular carcinoma  Radiomics  Recurrence  forecasting  Ablation techniques  
Attention With Sparsity Regularization for Neural Machine Translation and Summarization 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2019, 卷号: 27, 期号: 3, 页码: 507-518
Authors:  Zhang, Jiajun;  Zhao, Yang;  Li, Haoran;  Zong, Chengqing
View  |  Adobe PDF(3627Kb)  |  Favorite  |  View/Download:38/6  |  Submit date:2019/02/25
Machine Translation  Attention  
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:36/3  |  Submit date:2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
Apple detection during different growth stages in orchards using the improved YOLO-V3 model 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 卷号: 157, 页码: 417-426
Authors:  Tian, Yunong;  Yang, Guodong;  Wang, Zhe;  Wang, Hao;  Li, En;  Liang, Zize
Favorite  |  View/Download:22/0  |  Submit date:2019/07/12
Apple images acquisition  Image augmentation  Deep learning  YOLOV3-dense  Real-time detection  
Incorporating Multi-Level User Preference into Document-Level Sentiment Classification 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2019, 卷号: 18, 期号: 1, 页码: 17
Authors:  Li, Junjie;  Li, Haoran;  Kang, Xiaomian;  Yang, Haitong;  Zong, Chenqing
Favorite  |  View/Download:10/0  |  Submit date:2019/07/12
Sentiment classification  deep learning  user preference  hierarchical attention network