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EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 151, 页码: 8
作者:  Pu, Xiaorong;  Yi, Peng;  Chen, Kecheng;  Ma, Zhaoqi;  Zhao, Di;  Ren, Yazhou
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Electroencephalography  Artifact removal  Transformer  
Correction of image distortion in large-field ssEM stitching by an unsupervised intermediate-space solving network 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 20, 页码: 4797-4805
作者:  He, Bintao;  Zhang, Yan;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 148, 页码: 11
作者:  Zhang, Fangyu;  Wei, Yanjie;  Liu, Jin;  Wang, Yanlin;  Xi, Wenhui;  Pan, Yi
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
ASD  fMRI  Filter feature selection  VAE  ABIDE  Classification  
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
Validation of Deep Learning-Based DFCNN in Extremely Large-Scale Virtual Screening and Application in Trypsin I Protease Inhibitor Discovery 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 卷号: 9, 页码: 15
作者:  Zhang, Haiping;  Lin, Xiao;  Wei, Yanjie;  Zhang, Huiling;  Liao, Linbu;  Wu, Hao;  Pan, Yi;  Wu, Xuli
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
extremely large-scale virtual screening  deep learning  DFCNN  Trypsin I Protease  de novo drug screening  
MDST-DGCN: A Multilevel Dynamic Spatiotemporal Directed Graph Convolutional Network for Pedestrian Trajectory Prediction 期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 卷号: 2022, 页码: 10
作者:  Liu, Shaohua;  Liu, Haibo;  Wang, Yisu;  Sun, Jingkai;  Mao, Tianlu
收藏  |  浏览/下载：17/0  |  提交时间：2022/12/07
TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 8, 页码: 17
作者:  Wang, Xun;  Zhang, Zhiyuan;  Zhang, Chaogang;  Meng, Xiangyu;  Shi, Xin;  Qu, Peng
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
phosphorylation site prediction  transformer  post-translational modifications  
Identification of circRNA Biomarker for Gastric Cancer through Integrated Analysis 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 卷号: 9, 页码: 13
作者:  Hossain, Md. Tofazzal;  Li, Song;  Reza, Md. Selim;  Feng, Shengzhong;  Zhang, Xiaojing;  Jin, Zhe;  Wei, Yanjie;  Peng, Yin
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
gastric cancer  circular RNA  computational approach  circRNA biomarker  circRNA-miRNA-gene interaction  
Seq-SetNet: directly exploiting multiple sequence alignment for protein secondary structure prediction 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 4, 页码: 990-996
作者:  Ju, Fusong;  Zhu, Jianwei;  Zhang, Qi;  Wei, Guozheng;  Sun, Shiwei;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Noise-Transfer2Clean: denoising cryo-EM images based on noise modeling and transfer 期刊论文
BIOINFORMATICS, 2022, 页码: 8
作者:  Li, Hongjia;  Zhang, Hui;  Wan, Xiaohua;  Yang, Zhidong;  Li, Chengmin;  Li, Jintao;  Han, Renmin;  Zhu, Ping;  Zhang, Fa
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07