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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：272/41  |  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：367/82  |  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：330/77  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Massive Data Management and Sharing Module for Connectome Reconstruction 期刊论文
BRAIN SCIENCES, 2020, 卷号: 10, 期号: 5, 页码: 15
作者:  Yuan, Jingbin;  Zhang, Jing;  Shen, Lijun;  Zhang, Dandan;  Yu, Wenhuan;  Han, Hua
收藏  |  浏览/下载：278/0  |  提交时间：2020/08/03
connectome  massive data management  distributed storage and retrieval  electron microscope image  segmentation result  image cache  
EA-LSTM: Evolutionary attention-based LSTM for time series prediction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 181, 页码: 8
作者:  Li, Youru;  Zhu, Zhenfeng;  Kong, Deqiang;  Han, Hua;  Zhao, Yao
收藏  |  浏览/下载：282/0  |  提交时间：2019/12/16
Evolutionary computation  Deep neural network  Time series prediction  
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：474/87  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Large scale three-dimensional reconstruction of an entire &ITCaenorhabditis elegans&IT larva using AutoCUTS-SEM 期刊论文
JOURNAL OF STRUCTURAL BIOLOGY, 2017, 卷号: 200, 期号: 2, 页码: 87-96
作者:  Li, Xixia;  Ji, Gang;  Chen, Xi;  Ding, Wei;  Sun, Lei;  Xu, Wei;  Han, Hua;  Sun, Fei
浏览  |  Adobe PDF(1537Kb)  |  收藏  |  浏览/下载：445/172  |  提交时间：2018/10/10
Automation  Caenorhabditis Elegans  Scanning Electron Microscopy  3d Reconstruction  Volume Electron Microscopy  
An automated pipeline for bouton, spine, and synapse detection of in vivo two-photon images 期刊论文
BIODATA MINING, 2017, 卷号: 10, 期号: 10, 页码: 40
作者:  Xie, Qiwei;  Chen, Xi;  Deng, Hao;  Liu, Danqian;  Sun, Yingyu;  Zhou, Xiaojuan;  Yang, Yang;  Han, Hua
浏览  |  Adobe PDF(3659Kb)  |  收藏  |  浏览/下载：578/180  |  提交时间：2018/10/09
In Vivo Two-photon imagIng  Synapse  Bouton  Spine  Image Enhancement