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A fast forward 3D connection algorithm for mitochondria and synapse segmentations from serial EM images 期刊论文
BIODATA MINING, 2018, 卷号: 11, 页码: 15
Authors:  Li, Weifu;  Liu, Jing;  Xiao, Chi;  Deng, Hao;  Xie, Qiwei;  Han, Hua
Favorite  |  View/Download:23/0  |  Submit date:2019/01/08
3D connection  EM images  Bwconncomp  Mitochondria  Synapse  
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
Authors:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
View  |  Adobe PDF(3873Kb)  |  Favorite  |  View/Download:22/1  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Learning With Coefficient-Based Regularized Regression on Markov Resampling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4166-4176
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan;  Han, Hua
Favorite  |  View/Download:21/0  |  Submit date:2018/10/10
Coefficient-based Regularized Regression (Cbrr)  Learning Rate  Markov Resampling  Uniformly Ergodic Markov Chain (U.e.m.c.)  
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
Authors:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
View  |  Adobe PDF(7961Kb)  |  Favorite  |  View/Download:15/4  |  Submit date:2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
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
Authors:  Li, Weifu;  Deng, Hao;  Rao, Qiang;  Xie, Qiwei;  Chen, Xi;  Han, Hua
View  |  Adobe PDF(1028Kb)  |  Favorite  |  View/Download:59/10  |  Submit date:2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity