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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：208/30  |  提交时间：2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
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：263/60  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network 期刊论文
FRONTIERS IN NEUROANATOMY, 2018, 期号: 12, 页码: 92
作者:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
Adobe PDF(3873Kb)  |  收藏  |  浏览/下载：399/73  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
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
Adobe PDF(7961Kb)  |  收藏  |  浏览/下载：295/95  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
An unsupervised network for fast microscopic image registration 会议论文
Medical Imaging 2018: Digital Pathology, Houston, Texas, United States, 10-15 FEBRUARY, 2018
作者:  Shu, Chang;  Chen, Xi;  Xie, Qiwei;  Han, Hua
浏览  |  Adobe PDF(1167Kb)  |  收藏  |  浏览/下载：340/116  |  提交时间：2018/10/08
Microscopic image registration  deep learning  unsupervised learning  coarse-to-fine multi-scale iterative scheme  
An automated pipeline for mitochondrial segmentation on ATUM-SEM stacks 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2017, 卷号: 15, 期号: 3, 页码: 1750015
作者:  Li, Weifu;  Deng, Hao;  Rao, Qiang;  Xie, Qiwei;  Chen, Xi;  Han, Hua
Adobe PDF(1028Kb)  |  收藏  |  浏览/下载：343/126  |  提交时间：2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity  
3D reconstruction of synapses with deep learning based on EM Images 会议论文
, 美国奥兰多, 2017-2
作者:  Xiao C(肖驰);  Rao Q(饶强);  Zhang DD(张丹丹);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
浏览  |  Adobe PDF(1006Kb)  |  收藏  |  浏览/下载：248/68  |  提交时间：2019/05/10
Scanning Electron Microscope, Deep Learning, 3d Reconstruction Of Synapses