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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：240/59  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections 会议论文
, 韩国济州岛, 2021-11-12
作者:  Sun GD(孙国栋);  Wang ZJ(王泽锦);  Li GQ(李国庆);  Han H(韩华)
Adobe PDF(1188Kb)  |  收藏  |  浏览/下载：229/56  |  提交时间：2022/06/15
Serial sections  Instance segmentation  Computer vision  
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：244/35  |  提交时间：2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
Brain activity regulates loose coupling between mitochondrial and cytosolic Ca2+ transients 期刊论文
NATURE COMMUNICATIONS, 2019, 期号: 10, 页码: 13
作者:  Yuan Lin;  Lin-Lin Li;  Wei Nie;  Xiao lei Liu;  Adler, Avital;  Chi Xiao;  Fujian Lu;  Liping Wang;  Hua Han;  Xianhua Wang;  Wen-Biao Gan;  Heping Cheng
浏览  |  Adobe PDF(3557Kb)  |  收藏  |  浏览/下载：280/106  |  提交时间：2020/10/14
PROTEIN-KINASE-II  ESSENTIAL COMPONENT  DENDRITIC SPINES  MOTOR CORTEX  CALCIUM  DYSFUNCTION  FREQUENCY  DYNAMICS  DISEASE  ER  
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：295/68  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Brain activity regulates loose coupling between mitochondrial and cytosolic Ca2+ transients 期刊论文
NATURE COMMUNICATIONS, 2019, 卷号: 10, 页码: 13
作者:  Lin, Yuan;  Li, Lin-Lin;  Nie, Wei;  Liu, Xiaolei;  Adler, Avital;  Xiao, Chi;  Lu, Fujian;  Wang, Liping;  Han, Hua;  Wang, Xianhua;  Gan, Wen-Biao;  Cheng, Heping
收藏  |  浏览/下载：319/0  |  提交时间：2020/03/30
Scalable volumetric imaging for ultrahigh-speed brain mapping at synaptic resolution 期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 5, 页码: 982-992
作者:  Wang, Hao;  Zhu, Qingyuan;  Ding, Lufeng;  Shen, Yan;  Yang, Chao-Yu;  Xu, Fang;  Shu, Chang;  Guo, Yujie;  Xiong, Zhiwei;  Shan, Qinghong;  Jia, Fan;  Su, Peng;  Yang, Qian-Ru;  Li, Bing;  Cheng, Yuxiao;  He, Xiaobin;  Chen, Xi;  Wu, Feng;  Zhou, Jiang-Ning;  Xu, Fuqiang;  Han, Hua;  Lau, Pak-Ming;  Bi, Guo-Qiang
浏览  |  Adobe PDF(25368Kb)  |  收藏  |  浏览/下载：438/71  |  提交时间：2020/03/30
fluorescence microscopy  brain mapping  tissue clearing  immunostaining  activity trace mapping  
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：303/96  |  提交时间：2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
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：286/74  |  提交时间：2019/05/10
Scanning Electron Microscope, Deep Learning, 3d Reconstruction Of Synapses  
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