Ab-Initio Membrane Protein Amphipathic Helix Structure Prediction Using Deep Neural Networks.
Shi-Hao FengChun-Qiu XiaPei-Dong ZhangHong-Bin ShenPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- protein structure prediction
- neural network
- contact map
- protein sequences
- prediction accuracy
- pattern recognition
- contact maps
- sequence similarity
- molecular dynamics
- amino acid sequences
- drug design
- tertiary structure
- graph theory
- neural networks and support vector machines
- artificial neural networks to predict
- protein folding
- protein interaction
- neural network ensemble
- subcellular localization
- physicochemical properties
- prediction model