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Spiking Generative Adversarial Network with Attention Scoring Decoding 期刊论文
Neural Networks, 2024, 页码: 106423
作者:  Feng, Linghao;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1067Kb)  |  收藏  |  浏览/下载：46/19  |  提交时间：2024/06/06
Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots 会议论文
, New Orleans, LA, USA, 18-24 June 2022
作者:  Wang, Zejin;  Liu, Jiazheng;  Li, Guoqing;  Han, Hua
Adobe PDF(7811Kb)  |  收藏  |  浏览/下载：219/98  |  提交时间：2023/05/31
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  收藏  |  浏览/下载：220/58  |  提交时间：2023/01/17
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：286/28  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度，加尔各答, 2022-3-28
作者:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  收藏  |  浏览/下载：268/34  |  提交时间：2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections 会议论文
, 韩国济州岛, 2021-11-12
作者:  Sun GD(孙国栋);  Wang ZJ(王泽锦);  Li GQ(李国庆);  Han H(韩华)
Adobe PDF(1188Kb)  |  收藏  |  浏览/下载：258/65  |  提交时间：2022/06/15
Serial sections  Instance segmentation  Computer vision  
An Effective Encoder-Decoder Network for Neural Cell Bodies and Cell Nucleus Segmentation of EM Images 会议论文
, 德国柏林, 2019-7
作者:  Jiang Yi;  Xiao Chi;  Li Linlin;  Shen Lijun;  Chen Xi;  Han Hua
Adobe PDF(6217Kb)  |  收藏  |  浏览/下载：231/61  |  提交时间：2022/06/14
Encoder-Decoder  Electron Microscopy  Neural Cell Bodies  Cell Nucleus  Image Segmentation  
An effective AI integrated system for neuron tracing on anisotropic electron microscopy volume 期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 69, 期号: 无, 页码: 102829
作者:  Liu, Jing;  Hong, Bei;  Chen, Xi;  Xie, Qiwei;  Tang, Yuanyan;  Han, Hua
Adobe PDF(14559Kb)  |  收藏  |  浏览/下载：272/41  |  提交时间：2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 109271
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
Adobe PDF(5520Kb)  |  收藏  |  浏览/下载：329/5  |  提交时间：2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：452/84  |  提交时间：2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification