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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：294/0  |  提交时间：2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
作者:  Du, Changde;  Du, Changying;  He, Huiguang
Adobe PDF(2917Kb)  |  收藏  |  浏览/下载：214/38  |  提交时间：2021/03/29
Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network 期刊论文
Computer Methods and Programs in Biomedicine, 2021, 卷号: 198, 期号: 198, 页码: 105766
作者:  Xiao, Chi;  Chen, Xi;  Xie, Qiwei;  Li, Guoqing;  Xiao, Hao;  Song, Jingdong;  Han, Hua
浏览  |  Adobe PDF(2439Kb)  |  收藏  |  浏览/下载：336/73  |  提交时间：2020/10/24
Virus identification  viral morphology  transmission electron microscopy  deep learning  attention mechanism