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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：261/35  |  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：291/41  |  提交时间：2022/01/27
3D reconstruction  ATUM-SEM  deep learning  liver  ER  MCSs  
Sparse self-attention aggregation networks for neural sequence slice interpolation 期刊论文
BioData Mining, 2021, 卷号: 14, 期号: 1, 页码: 19
作者:  Wang, Zejin;  Liu, Jing;  Chen, Xi;  Li, Guoqing;  Han, Hua
Adobe PDF(5022Kb)  |  收藏  |  浏览/下载：263/36  |  提交时间：2021/02/18
Slice interpolation  Biological tissue recovery  EM images  Sparse self-attention network  Adaptive style-balance loss  
Application of Horseradish Peroxidase Labeling Along With Post-Staining Improves Data Quality in Micro-Brain Connectomics 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2020, 卷号: 47, 期号: 10, 页码: 1090-1096
作者:  Wang Sheng-Xiong;  Chen Zhen-Qiang;  Han Hua;  Guo Ai-Ke
收藏  |  浏览/下载：143/0  |  提交时间：2021/01/06
brain connectomics  volume electron microscopy  sample preparation  
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：272/60  |  提交时间：2020/09/21
mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
A Noniterative Simultaneous Rigid Registration Method for Serial Sections of Biological Tissues 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 3, 页码: 14
作者:  Shu, Chang;  Li, Lin-Lin;  Li, Guoqing;  Chen, Xi;  Han, Hua
浏览  |  Adobe PDF(3363Kb)  |  收藏  |  浏览/下载：351/60  |  提交时间：2020/06/22
image registration  volume reconstruction from series of microscopy sections  constrained simultaneous registration problem  noniterative algorithm