2 papers
physics.data-an2016
A deep convolutional neural network approach to single-particle recognition in cryo-electron microscopy
Yanan Zhu, Qi Ouyang, Youdong Mao
Background: Single-particle cryo-electron microscopy (cryo-EM) has become a popular tool for structural determination of biological macromolecular complexes. High-resolution cryo-E…
physics.data-an2016
Unsupervised single-particle deep clustering via statistical manifold learning
Jiayi Wu, Yong-Bei Ma, Charles Congdon +4
Motivation: Structural heterogeneity in single-particle cryo-electron microscopy (cryo-EM) data represents a major challenge for high-resolution structure determination. Unsupervis…