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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：320/78  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
An effective AI integrated system for neuron tracing on anisotropic electron microscopy volume 期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 69, 期号: 无, 页码: 102829
作者:  Liu, Jing;  Hong, Bei;  Chen, Xi;  Xie, Qiwei;  Tang, Yuanyan;  Han, Hua
Adobe PDF(14559Kb)  |  收藏  |  浏览/下载：243/35  |  提交时间：2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network 期刊论文
Computer Methods and Programs in Biomedicine, 2021, 卷号: 198, 期号: 198, 页码: 105766
作者:  Xiao, Chi;  Chen, Xi;  Xie, Qiwei;  Li, Guoqing;  Xiao, Hao;  Song, Jingdong;  Han, Hua
浏览  |  Adobe PDF(2439Kb)  |  收藏  |  浏览/下载：331/73  |  提交时间：2020/10/24
Virus identification  viral morphology  transmission electron microscopy  deep learning  attention mechanism  
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：293/67  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Deep Contextual Residual Network for Electron Microscopy Image Segmentation in Connectomics 会议论文
, 2018-4, 美国华盛顿
作者:  Xiao C(肖驰);  Liu J(刘静);  Chen X(陈曦);  Han H(韩华);  Shu C(舒畅);  Xie QW(谢启伟)
浏览  |  Adobe PDF(614Kb)  |  收藏  |  浏览/下载：319/132  |  提交时间：2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
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：328/101  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
Deep Learning and Shapes Similarity for Joint Segmentation and Tracing single Neurons in SEM images 会议论文
, 美国 奥兰多, 2017-2-10
作者:  Rao Q(饶强);  Xiao C(肖驰);  Han H(韩华);  Shen LJ(沈丽君);  Chen X(陈曦);  Xie QW(谢启伟)
Adobe PDF(1219Kb)  |  收藏  |  浏览/下载：431/209  |  提交时间：2017/06/06
Deep Convolutional Neural Network  Active Contour  Neuron Reconstruction  Membrane Detection Probability Map  Neuron Tracing  
Automatically Segmenting and Reconstructing Neurons in SEM images 会议论文
ICMA2016 proceedings, 中国 哈尔滨, 2016-8
作者:  Rao Q(饶强);  Han H(韩华);  Li WF(李伟夫);  Shen LJ(沈丽君);  Chen X(陈曦);  Xie QW(谢启伟)
浏览  |  Adobe PDF(1700Kb)  |  收藏  |  浏览/下载：382/142  |  提交时间：2017/06/06
Neuronal Networks Reconstruction  Deep Convolutional Neural Network  Watershed  Neuronal Boundary Detection  Drosophila Mushroom Body.  
Microscopic neural image registration based on the structure of mitochondria 会议论文
, Orlando Florida, 2017-02-10至2017-02-16
作者:  Cao HW(曹会文);  Han H(韩华);  Rao Q(饶强);  Xiao C(肖驰);  Chen X(陈曦);  Chen X(陈曦)
浏览  |  Adobe PDF(1065Kb)  |  收藏  |  浏览/下载：387/139  |  提交时间：2017/06/06
Neural Image Registration  Scanning Electron Microscopy (Sem)  Mitochondria Structure  Landmarks