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Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载：261/63  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:  Hong,Bei;  Liu,Jing;  Zhai,Hao;  Liu,Jiazheng;  Shen,Lijun;  Chen,Xi;  Xie,Qiwei;  Han,Hua
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：340/80  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：420/73  |  提交时间：2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
作者:  Du, Changde;  Du, Changying;  He, Huiguang
Adobe PDF(2917Kb)  |  收藏  |  浏览/下载：220/39  |  提交时间：2021/03/29
Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
Automatic Reconstruction of Mitochondria and Endoplasmic Reticulum in Electron Microscopy Volumes by Deep Learning 期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 期号: 14, 页码: 13
作者:  Liu, Jing;  Li, Linlin;  Yang, Yang;  Hong, Bei;  Chen, Xi;  Xie, Qiwei;  Han, Hua
浏览  |  Adobe PDF(1944Kb)  |  收藏  |  浏览/下载：308/70  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Effective automated pipeline for 3D reconstruction of synapses based on deep learning 期刊论文
BMC Bioinformatics, 2018, 卷号: 19, 期号: 1, 页码: 263
作者:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
浏览  |  Adobe PDF(7961Kb)  |  收藏  |  浏览/下载：337/103  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
BRANT: A Versatile and Extendable Resting-State fMRI Toolkit 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 期号: -, 页码: 52
作者:  Xu, Kaibin;  Liu, Yong;  Zhan, Yafeng;  Ren, Jiaji;  Jiang, Tianzi
浏览  |  Adobe PDF(4680Kb)  |  收藏  |  浏览/下载：339/45  |  提交时间：2018/10/10
BRANT  resting-state fMRI  code-generated GUI  preprocessing  visualization  
The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture 期刊论文
CEREBRAL CORTEX, 2016, 卷号: 26, 期号: 8, 页码: 3508-3526
作者:  Fan, Lingzhong;  Li, Hai;  Zhuo, Junjie;  Zhang, Yu;  Wang, Jiaojian;  Chen, Liangfu;  Yang, Zhengyi;  Chu, Congying;  Xie, Sangma;  Laird, Angela R.;  Fox, Peter T.;  Eickhoff, Simon B.;  Yu, Chunshui;  Jiang, Tianzi
Adobe PDF(2009Kb)  |  收藏  |  浏览/下载：831/207  |  提交时间：2016/12/26
Brain Atlas  Connectivity-based Parcellation  Diffusion Tensor Imaging  Functional Characterization  Resting-state Functional Connectivity  
Estimation of fiber orientations using neighborhood information 期刊论文
Medical Image Analysis, 2016, 期号: 32, 页码: 243-256
作者:  Ye, Chuyang;  Zhuo, Jiachen;  Gullapalli, Rao;  Prince, Jerry
浏览  |  Adobe PDF(5261Kb)  |  收藏  |  浏览/下载：274/95  |  提交时间：2016/10/13
Diffusion Mri  Fiber Orientation Estimation  Neighborhood Information