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Fear memory-associated synaptic and mitochondrial changes revealed by deep learning-based processing of electron microscopy data 期刊论文
CELL REPORTS, 2022, 卷号: 40, 期号: 5, 页码: 28
Authors:  Liu, Jing;  Qi, Junqian;  Chen, Xi;  Li, Zhenchen;  Hong, Bei;  Ma, Hongtu;  Li, Guoqing;  Shen, Lijun;  Liu, Danqian;  Kong, Yu;  Zhai, Hao;  Xie, Qiwei;  Han, Hua;  Yang, Yang
Favorite  |  View/Download:9/0  |  Submit date:2022/09/19
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
Authors:  Chang, Sheng;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
Favorite  |  View/Download:7/0  |  Submit date:2022/09/19
SEM  noise model  denoising  variance stabilization transformation  two-stage multi-loss  deep learning  
A multi-task two-path deep learning system for predicting the invasiveness of craniopharyngioma 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 216, 页码: 13
Authors:  Zhu, Lin;  Zhang, Lingling;  Hu, Wenxing;  Chen, Haixu;  Li, Han;  Wei, Shoushui;  Chen, Xuzhu;  Ma, Xibo
Favorite  |  View/Download:32/0  |  Submit date:2022/06/06
Craniopharyngioma  MRI Imaging  Deep learning  Invasiveness diagnosis  Lesion segmentation  
Performance Analysis in Serial-section Electron Microscopy Image Registration of Neuronal Tissue 会议论文
, 美国圣地亚哥, 2022-1
Authors:  Chen BH(陈波昊);  Xin T(辛桐);  Han H(韩华);  Chen X(陈曦)
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Registration accuracy  Serial section  Neuronal structure  Spherical deformation model  
Synaptic degeneration in the prefrontal cortex of a rat AD model revealed by volume electron microscopy 期刊论文
Journal of Molecular Cell Biology, 2022, 页码: 已录用
Authors:  Yi Jiang;  Linlin Li;  Keliang Pang;  Jiazheng Liu;  Bohao Chen;  Jingbin Yuan;  Lijun Shen;  Xi Chen;  Bai Lu;  Hua Han
Adobe PDF(689Kb)  |  Favorite  |  View/Download:29/5  |  Submit date:2022/07/01
Regularizing deep networks with label geometry for accurate object localization on small training datasets 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 154, 页码: 53-59
Authors:  Wang, Xiaolian;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong
Adobe PDF(1455Kb)  |  Favorite  |  View/Download:25/1  |  Submit date:2022/06/10
Object detection  Object localization  Label geometry  Box evolution  Small dataset  Human-machine interaction  
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
Authors:  Jin Xie, San-Yang Liu, Jia-Xi Chen
Adobe PDF(1245Kb)  |  Favorite  |  View/Download:24/5  |  Submit date:2022/01/25
Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
Adaptive Attitude Control for a Coaxial Tilt-Rotor UAV via Immersion and Invariance Methodology 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1710-1713
Authors:  Longlong Chen;  Zongyang Lv;  Xiangyu Shen;  Yuhu Wu;  Xi-Ming Sun
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An App knock-in rat model for Alzheimer's disease exhibiting A beta and tau pathologies, neuronal death and cognitive impairments 期刊论文
CELL RESEARCH, 2021, 页码: 19
Authors:  Pang, Keliang;  Jiang, Richeng;  Zhang, Wei;  Yang, Zhengyi;  Li, Lin-Lin;  Shimozawa, Makoto;  Tambaro, Simone;  Mayer, Johanna;  Zhang, Baogui;  Li, Man;  Wang, Jiesi;  Liu, Hang;  Yang, Ailing;  Chen, Xi;  Liu, Jiazheng;  Winblad, Bengt;  Han, Hua;  Jiang, Tianzi;  Wang, Weiwen;  Nilsson, Per;  Guo, Wei;  Lu, Bai
Favorite  |  View/Download:40/0  |  Submit date:2021/12/28
UTR: UNSUPERVISED LEARNING OF THICKNESS-INSENSITIVE REPRESENTATIONS FOR ELECTRON MICROSCOPE IMAGE 会议论文
, 美国阿拉斯加, 2021-10
Authors:  Xin T(辛桐);  Chen BH(陈波昊);  Chen X(陈曦);  Han H(韩华)
Adobe PDF(2365Kb)  |  Favorite  |  View/Download:36/2  |  Submit date:2022/06/14
Feature Descriptor  Unsupervised learning  Electron Microscopy  Image registration  FIB-SEM