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Deep Convolutional Neural Network-Aided Detection of Portal Hypertension in Patients With Cirrhosis 期刊论文
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 卷号: 18, 期号: 13, 页码: 2998-+
Authors:  Liu, Yanna;  Ning, Zhenyuan;  Ormeci, Necati;  An, Weimin;  Yu, Qian;  Han, Kangfu;  Huang, Yifei;  Liu, Dengxiang;  Liu, Fuquan;  Li, Zhiwei;  Ding, Huiguo;  Luo, Hongwu;  Zuo, Changzeng;  Liu, Changchun;  Wang, Jitao;  Zhang, Chunqing;  Ji, Jiansong;  Wang, Wenhui;  Wang, Zhiwei;  Wang, Weidong;  Yuan, Min;  Li, Lei;  Zhao, Zhongwei;  Wang, Guangchuan;  Li, Mingxing;  Liu, Qingbo;  Lei, Junqiang;  Liu, Chuan;  Tang, Tianyu;  Akcalar, Seray;  Celebioglu, Emrecan;  Ustuner, Evren;  Bilgic, Sadik;  Ellik, Zeynep;  Asiller, Ozgun Omer;  Liu, Zaiyi;  Teng, Gaojun;  Chen, Yaolong;  Hou, Jinlin;  Li, Xun;  He, Xiaoshun;  Dong, Jiahong;  Tian, Jie;  Liang, Ping;  Ju, Shenghong;  Zhang, Yu;  Qi, Xiaolong
Favorite  |  View/Download:6/0  |  Submit date:2021/01/06
HVPG  Diagnostic  Deep Learning  AI  
Asymmetric CycleGAN for image-to-image translations with uneven complexities 期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 页码: 114-122
Authors:  Dou, Hao;  Chen, Chen;  Hu, Xiyuan;  Jia, Libang;  Peng, Silong
Favorite  |  View/Download:9/0  |  Submit date:2021/01/07
Unpaired Image Translation  CycleGAN  Asymmetric Translation  Average Image Entropy  Edge-retain Prior  
Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2020, 卷号: 57, 期号: 6, 页码: 16
Authors:  Hu, Kai;  Chen, Kai;  He, Xizhi;  Zhang, Yuan;  Chen, Zhineng;  Li, Xuanya;  Gao, Xieping
Favorite  |  View/Download:3/0  |  Submit date:2021/01/06
Intracerebral hemorrhage  Segmentation  Convolutional neural networks  Multi-scale features  Data imbalance  
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
Authors:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
Favorite  |  View/Download:2/0  |  Submit date:2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Organized Resting-state Functional Dysconnectivity of the Prefrontal Cortex in Patients with Schizophrenia 期刊论文
NEUROSCIENCE, 2020, 卷号: 446, 页码: 14-27
Authors:  He, Yuwen;  Wu, Shihao;  Chen, Cheng;  Fan, Lingzhong;  Li, Kaixin;  Wang, Gaohua;  Wang, Huiling;  Zhou, Yuan
Favorite  |  View/Download:1/0  |  Submit date:2021/01/07
prefrontal cortex  schizophrenia  Brief Assessment of Cognition in Schizophrenia  dysconnectivity hypothesis  resting-state functional connectivity  
Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection 期刊论文
NPJ DIGITAL MEDICINE, 2020, 卷号: 3, 期号: 1, 页码: 8
Authors:  Li, Fei;  Song, Diping;  Chen, Han;  Xiong, Jian;  Li, Xingyi;  Zhong, Hua;  Tang, Guangxian;  Fan, Sujie;  Lam, Dennis S. C.;  Pan, Weihua;  Zheng, Yajuan;  Li, Ying;  Qu, Guoxiang;  He, Junjun;  Wang, Zhe;  Jin, Ling;  Zhou, Rouxi;  Song, Yunhe;  Sun, Yi;  Cheng, Weijing;  Yang, Chunman;  Fan, Yazhi;  Li, Yingjie;  Zhang, Hengli;  Yuan, Ye;  Xu, Yang;  Xiong, Yunfan;  Jin, Lingfei;  Lv, Aiguo;  Niu, Lingzhi;  Liu, Yuhong;  Li, Shaoli;  Zhang, Jiani;  Zangwill, Linda M.;  Frangi, Alejandro F.;  Aung, Tin;  Cheng, Ching-yu;  Qiao, Yu;  Zhang, Xiulan;  Ting, Daniel S. W.
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Multiview Hybrid Embedding: A Divide-and-Conquer Approach 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3640-3653
Authors:  Xu, Jiamiao;  Yu, Shujian;  You, Xinge;  Leng, Mengjun;  Jing, Xiao-Yuan;  Chen, C. L. Philip
Favorite  |  View/Download:8/0  |  Submit date:2020/08/21
Kernel  Interviews  Manifolds  Benchmark testing  Geometry  Optimization  Cybernetics  Cross-view classification  Divide-and-Conquer  multiview hybrid embedding (MvHE)  multiview learning  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
Authors:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
Favorite  |  View/Download:2/0  |  Submit date:2021/01/07
amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
Facial image super-resolution guided by adaptive geometric features 期刊论文
EURASIP Journal on Wireless Communications and Networking, 2020, 卷号: 2020, 期号: 1, 页码: 15
Authors:  Fan, Zhenfeng;  Hu, Xiyuan;  Chen, Chen;  Wang, Xiaolian;  Peng, Silong
View  |  Adobe PDF(4900Kb)  |  Favorite  |  View/Download:46/0  |  Submit date:2020/08/10
Convolutional neural networks  Depth map  Face super-resolution  
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search 会议论文
, Glasgow, United Kingdom, 19-24 July 2020
Authors:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
View  |  Adobe PDF(862Kb)  |  Favorite  |  View/Download:24/8  |  Submit date:2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning