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基于深度学习的微观脑连接图谱重建方法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  肖驰
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微观脑连接图谱  电子显微图像  卷积神经网络  深度学习  图像分割  
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:24/0  |  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:31/2  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
基于深度多层表示的乳腺癌病理图像细胞有丝分裂检测方法 研究报告
2018
Authors:  杨晨雪
Adobe PDF(3442Kb)  |  Favorite  |  View/Download:78/0  |  Submit date:2018/08/30
深度学习  有丝分裂细胞检测  生成对抗网络  多粒度级联森林方法  框回归过程  低秩表示  
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
Authors:  Xiao C(肖驰);  Li WF(李伟夫);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
View  |  Adobe PDF(1314Kb)  |  Favorite  |  View/Download:28/9  |  Submit date:2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
Morphology-Retained Non-Linear Image Registration of Serial Electron Microscopy Sections 会议论文
, Athens, Greece, 7-10 Oct. 2018
Authors:  Chen, Xi;  Xie, Qiwei;  Shen, Lijun;  Han, Hua
View  |  Adobe PDF(530Kb)  |  Favorite  |  View/Download:60/24  |  Submit date:2018/10/08
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:18/4  |  Submit date:2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
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
Authors:  Li, Xixia;  Ji, Gang;  Chen, Xi;  Ding, Wei;  Sun, Lei;  Xu, Wei;  Han, Hua;  Sun, Fei
View  |  Adobe PDF(1537Kb)  |  Favorite  |  View/Download:60/18  |  Submit date:2018/10/10
Automation  Caenorhabditis Elegans  Scanning Electron Microscopy  3d Reconstruction  Volume Electron Microscopy  
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:64/12  |  Submit date:2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity  
基于深度学习的神经组织微观结构重建算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  饶强
Adobe PDF(8992Kb)  |  Favorite  |  View/Download:67/3  |  Submit date:2017/06/06
神经组织微观结构重建  机器学习  深度卷积神经网络  形状群相似active Contour  Kcf