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A robust transformer-based pipeline of 3D cell alignment, denoise and instance segmentation on electron microscopy sequence images 期刊论文
Journal of Plant Physiology, 2024, 页码: 154236
作者:  Jiazheng, Liu;  Yafeng, Zheng;  Limei, Lin;  Jingyue, Guo;  Yanan, Lv;  Jingbin, Yuan;  Hao, Zhai;  Xi, Chen;  Lijun, Shen;  LinLin, Li;  Shunong, Bai;  Hua, Han
Adobe PDF(15549Kb)  |  收藏  |  浏览/下载：44/13  |  提交时间：2024/06/11
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization 期刊论文
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023, 页码: 1178 - 1191
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(5840Kb)  |  收藏  |  浏览/下载：41/5  |  提交时间：2024/06/05
A novel registration method for long-serial section images of EM with a serial split technique based on unsupervised optical flow network 期刊论文
BIOINFORMATICS, 2023, 卷号: 39, 期号: 8, 页码: 11
作者:  Xin, Tong;  Lv, Yanan;  Chen, Haoran;  Li, Linlin;  Shen, Lijun;  Shan, Guangcun;  Chen, Xi;  Han, Hua
收藏  |  浏览/下载：152/0  |  提交时间：2023/11/17
An intelligent workflow for sub-nanoscale 3D reconstruction of intact synapses from serial section electron tomography 期刊论文
BMC BIOLOGY, 2023, 卷号: 21, 期号: 1, 页码: 14
作者:  Chang, Sheng;  Li, Linlin;  Hong, Bei;  Liu, Jing;  Xu, Yuxuan;  Pang, Keliang;  Zhang, Lina;  Han, Hua;  Chen, Xi
收藏  |  浏览/下载：124/0  |  提交时间：2023/11/16
Serial section electron tomography  3D EM  Semi-auto locating  Auto-alignment  Missing-information restoration  Semi-auto segmentation  Workflow  Synapse  
基于序列切片电子断层成像的神经元细胞器三维重建算法研究 学位论文
, 2023
作者:  常胜
Adobe PDF(35861Kb)  |  收藏  |  浏览/下载：150/2  |  提交时间：2023/06/28
电子显微镜  序列电子断层扫描  去噪  拼接配准  损失信息生成  
Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals 期刊论文
TRANSLATIONAL PSYCHIATRY, 2023, 卷号: 13, 期号: 1, 页码: 35
作者:  Sun, Yuqing;  Zhao, Yuxin;  Hu, Ke;  Wang, Meng;  Liu, Yong;  Liu, Bing
Adobe PDF(2656Kb)  |  收藏  |  浏览/下载：187/47  |  提交时间：2023/05/31
HIV感染者认知功能障碍的多模态脑影像研究 学位论文
, 2023
作者:  李想
Adobe PDF(11267Kb)  |  收藏  |  浏览/下载：217/7  |  提交时间：2023/05/30
HIV认知功能障碍  磁共振影像  多模态融合  个体化预测  独立成分分析  结构相似性网络  
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：339/81  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
STDIN: Spatio-temporal distilled interpolation for electron microscope images 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:  Wang, Zejin;  Sun, Guodong;  Li, Guoqing;  Shen, Lijun;  Zhang, Lina;  Han, Hua
Adobe PDF(6579Kb)  |  收藏  |  浏览/下载：296/30  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:  Hong,Bei;  Liu,Jing;  Zhai,Hao;  Liu,Jiazheng;  Shen,Lijun;  Chen,Xi;  Xie,Qiwei;  Han,Hua
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：388/90  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes