Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review

Author:

Wu Jia-GengORCID,Yan YangORCID,Zhang Dong-XuORCID,Liu Bo-Wen,Zheng Qing-Bing,Xie Xiao-LiangORCID,Liu Shi-Qi,Ge Sheng-Xiang,Hou Zeng-GuangORCID,Xia Ning-ShaoORCID

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The dynamic duo: cryo-EM teams up with machine learning to visualize biomolecules in motion;BioTechniques;2024-06-12

2. Robust Single-Particle Cryo-Em Image Denoising and Restoration;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Cryo-electron microscopy-based drug design;Frontiers in Molecular Biosciences;2024-03-04

4. An Unsupervised Classification Algorithm for Heterogeneous Cryo-EM Projection Images Based on Autoencoders;International Journal of Molecular Sciences;2023-05-06

5. Methods for Cryo-EM Single Particle Reconstruction of Macromolecules Having Continuous Heterogeneity;Journal of Molecular Biology;2023-05

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