A Tool for Segmentation of Secondary Structures in 3D Cryo-EM Density Map Components Using Deep Convolutional Neural Networks.
Yongcheng MuSalim SazzedMaytha AlshammariJiangwen SunJing HePublished in: Frontiers Bioinform. (2021)
Keyphrases
- convolutional neural networks
- secondary structure
- image segmentation
- maximum a posteriori
- expectation maximization
- level set
- em algorithm
- segmentation algorithm
- protein sequences
- multiscale
- computational methods
- predicting protein
- protein secondary structure
- mixture model
- protein structure
- statistical analysis
- unsupervised learning
- computational approaches
- electron microscopy
- convolutional network
- energy function
- protein folding
- maximum likelihood