Gender:Male
Date of Birth:1977-04-06
Alma Mater:Peking University
Education Level:Postgraduate (Doctoral)
[MORE] Academic Honor:2021 Winner of National Science Fund for Distinguished Young Scholars
北京大学黄廷方／信和青年杰出学者奖
博雅青年学者奖
Further Reading
J. Wu, Y. Ma, C. Congdon, B. Brett, S. Chen, Q. Ouyang, Y. Mao. Massively parallel unsupervised single-particle cryo-EM data clustering via statistical manifold learning. PLoS ONE 12, e0182130 (2017). https://doi.org/10.1371/ journal.pone.0182130. arXiv: 1604.04539. Read
Y. Zhu, Q. Ouyang, Y. Mao. A deep convolutional neural network approach to single-particle recognition in cryo-electron microscopy. BMC Bioinformatics 18, 348 (2017). Read
Y. Xu, J. Wu, C.C. Yin, Y. Mao. Unsupervised cryo-EM data clustering through adaptively constrained K-means algorithm. PLoS ONE 11, e0167765 (2016). doi: 10.1371/journal.pone.0167765. arXiv: 1609.02213 [q-bio.QM]. Read
Software
ROME: A machine-learning based HPC software package for cryo-EM data processing. Learn More
DeepEM: A deep-learning based particle recognition program. Learn More
ACK-means: Adaptively constrained K-means algorithm for data clustering. Learn More
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