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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：225/57  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
Automatic Detection and Segmentation of Mitochondria from SEM Images using Deep Neural Network 会议论文
, 美国夏威夷会展中心, 2018-7
作者:  Liu, Jing;  Li, Weifu;  Xiao, Chi;  Hong, Bei;  Xie, Qiwei;  Han, Hua
Adobe PDF(1532Kb)  |  收藏  |  浏览/下载：103/37  |  提交时间：2022/01/11
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：328/72  |  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：288/66  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEM 会议论文
, 美国休斯敦, 2018-2
作者:  Xiao C(肖驰);  Li WF(李伟夫);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
浏览  |  Adobe PDF(1314Kb)  |  收藏  |  浏览/下载：297/95  |  提交时间：2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
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：322/100  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses