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Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
Authors:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
He, Huiguang
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Submit date:2019/12/16
Deep neural network (DNN)
image reconstruction
multiview learning
neural decoding
variational Bayesian inference
Automatic brain labeling via multi-atlas guided fully convolutional networks
期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
Authors:
Longwei Fang
;
Lichi Zhang
;
Dong Nie
;
Xiaohuan Cao
;
Islem Rekik
;
Seong-Whan Lee
;
Huiguang He
;
Dingguang Shen
View
  |  
Adobe PDF(2952Kb)
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View/Download:56/23
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Submit date:2019/05/05
Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition
期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
Authors:
Jinpeng Li
;
Shuang Qiu
;
Yuan-Yuan Shen
;
Cheng-Lin Liu
;
Huiguang He
Adobe PDF(3564Kb)
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Submit date:2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning
Doubly Semi-supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval
会议论文
, Shanghai, China, July 8-12, 2019
Authors:
Du Changde
;
Du Changying
;
He Huiguang
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View/Download:143/71
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Submit date:2019/05/06
Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models
期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:
Du Changde
;
Li Jinpeng
;
Huang Lijie
;
He Huiguang
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Adobe PDF(497Kb)
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Submit date:2019/05/06
Brain Encoding And Decoding
Fmri
Deep Neural Networks
Deep Generative Models
Dual Learning
3D Shape Reconstruction of Lumbar Vertebra from Two X-ray Images and a CT Model
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2019, 期号: 10, 页码: 1-10
Authors:
Fang, Longwei
;
Wang, Zuowei
;
Chen, Zhiqiang
;
Jian, Fengzeng
;
Li, Shuo
;
He, Huiguang
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Adobe PDF(5609Kb)
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View/Download:31/7
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Submit date:2019/07/01
3d Reconstruction
Vertebra Model
X-ray Image
2d/3d Registration
2d/2d Registration
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children
期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
Authors:
Wen, Hongwei
;
Liu, Yue
;
Rekik, Islem
;
Wang, Shengpei
;
Chen, Zhiqiang
;
Zhang, Jishui
;
Zhang, Yue
;
Peng, Yun
;
He, Huiguang
;
He HG(何晖光)
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Adobe PDF(6672Kb)
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View/Download:166/58
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Submit date:2017/06/06
Tourette Syndrome
Children
Functional Connectivity
Graph Theory
Topological Organization
Similarity Network Fusion
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition
期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
Authors:
Li, Jinpeng
;
Zhang, Zhaoxiang
;
He, Huiguang
Adobe PDF(1800Kb)
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Submit date:2018/08/07
Affective Brain-computer Interface
Emotion Recognition
Brain Wave
Deep Learning
Eeg
Comparison of NREM sleep and intravenous sedation through local information processing and whole brain network to explore the mechanism of general anesthesia
期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 2
Authors:
Li, Yun
;
Wang, Shengpei
;
Pan, Chuxiong
;
Xue, Fushan
;
Xian, Junfang
;
Huang, Yaqi
;
Wang, Xiaoyi
;
Li, Tianzuo
;
He, Huiguang
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View/Download:49/0
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Submit date:2018/10/10
Computer-Aided Prognosis: Accurate Prediction of Patients with Neurologic and Psychiatric Diseases via Multi-modal MRI Analysis
专著章节/文集论文
出自: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging, Cham, Cham, Cham, Cham, Cham, Cham, Cham, Cham:Springer, Springer, Springer, Springer, Springer, Springer, Springer, Springer, 2018
Authors:
Huiguang He
;
Hongwei Wen
;
Dai Dai
;
Jieqiong Wang
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View/Download:75/0
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Submit date:2018/02/14