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Improved Denoising of Cryo-Electron Microscopy Micrographs with Simulation-Aware Pretraining 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2024, 页码: 12
作者:  Yang, Zhidong;  Li, Hongjia;  Zang, Dawei;  Han, Renmin;  Zhang, Fa
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
cryo-EM  image denoising  noise simulation and deep learning  
Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising 期刊论文
ULTRAMICROSCOPY, 2024, 卷号: 255, 页码: 11
作者:  Yang, Zhidong;  Zang, Dawei;  Li, Hongjia;  Zhang, Zhao;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Electron tomography  Image denoising  Self-supervised learning  
HycDemux: a hybrid unsupervised approach for accurate barcoded sample demultiplexing in nanopore sequencing 期刊论文
GENOME BIOLOGY, 2023, 卷号: 24, 期号: 1, 页码: 29
作者:  Han, Renmin;  Qi, Junhai;  Xue, Yang;  Sun, Xiujuan;  Zhang, Fa;  Gao, Xin;  Li, Guojun
收藏  |  浏览/下载：23/0  |  提交时间：2023/12/04
Nanopore sequencing  Demultiplexing  Clustering  
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：19/0  |  提交时间：2023/07/12
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：28/0  |  提交时间：2022/12/07
Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 卷号: 19, 期号: 1, 页码: 209-219
作者:  Gao, Shan;  Han, Renmin;  Zeng, Xiangrui;  Liu, Zhiyong;  Xu, Min;  Zhang, Fa
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Cryo-electron tomography  image classification  convolution neural network