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Denoising of scanning electron microscope images for biological ultrastructure enhancement 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2022, 卷号: 20, 期号: 03, 页码: 21
作者:  Chang, Sheng;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
Adobe PDF(4726Kb)  |  收藏  |  浏览/下载：253/34  |  提交时间：2022/09/19
SEM  noise model  denoising  variance stabilization transformation  two-stage multi-loss  deep learning  
Three-dimensional ATUM-SEM reconstruction and analysis of hepatic endoplasmic reticulum-organelle interactions 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2021, 卷号: 13, 期号: 9, 页码: 636-645
作者:  Jiang, Yi;  Li, Linlin;  Chen, Xi;  Liu, Jiazheng;  Yuan, Jingbin;  Xie, Qiwei;  Han, Hua
Adobe PDF(1914Kb)  |  收藏  |  浏览/下载：285/40  |  提交时间：2022/01/27
3D reconstruction  ATUM-SEM  deep learning  liver  ER  MCSs  
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：218/31  |  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
Adobe PDF(2439Kb)  |  收藏  |  浏览/下载：301/67  |  提交时间：2020/10/24
Virus identification  viral morphology  transmission electron microscopy  deep learning  attention mechanism  
Dual Networks for High-Precision and High-Speed Registration of Brain Electron Microscopy Images 期刊论文
Brain Sciences, 2020, 卷号: 10, 期号: 2, 页码: 86
作者:  Shu, Chang;  Xin, Tong;  Zhou, Fangxu;  Chen, Xi;  Han, Hua
Adobe PDF(1388Kb)  |  收藏  |  浏览/下载：243/55  |  提交时间：2020/04/27
Computer Vision  Image Processing  Deep Learning  Image Registration  Electron Microscopy Image  Dual Network Architecture  Unsupervised Learning  
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
浏览  |  Adobe PDF(3873Kb)  |  收藏  |  浏览/下载：411/73  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
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：309/126  |  提交时间：2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
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：288/94  |  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：304/96  |  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：345/116  |  提交时间：2018/10/08
Microscopic image registration  deep learning  unsupervised learning  coarse-to-fine multi-scale iterative scheme