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VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 14
作者:  Hao, Yu;  Wan, Xiaohua;  Yan, Rui;  Liu, Zhiyong;  Li, Jintao;  Zhang, Shihua;  Cui, Xuefeng;  Zhang, Fa
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Cryo-ET  Sub-tomogram averaging  Particle localization  Particle classification  Convolutional neural networks  
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:  Zhang, Enze;  Zhang, Boheng;  Hu, Shaohan;  Zhang, Fa;  Liu, Zhiyong;  Wan, Xiaohua
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
Protein pattern recognition  DNNs  Multi-class and multi-label  Label imbalance  High-throughput microscopy images  
ICON-MIC: Implementing a CPU/MIC Collaboration Parallel Framework for ICON on Tianhe-2 Supercomputer 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2017, 页码: 12
作者:  Wang, Zihao;  Chen, Yu;  Zhang, Jingrong;  Li, Lun;  Wan, Xiaohua;  Liu, Zhiyong;  Sun, Fei;  Zhang, Fa
收藏  |  浏览/下载:60/0  |  提交时间:2019/12/10
electron tomography  hybrid task allocation strategy  ICON  MIC acceleration  parallel NUFFT  Tianhe-2 supercomputer