Toward an accurate prediction of inter-residue distances in proteins using 2D recursive neural networks.
Predrag KukicClaudio MirabelloGiuseppe TradigoIan WalshPierangelo VeltriGianluca PollastriPublished in: BMC Bioinform. (2014)
Keyphrases
- recursive neural networks
- neural network
- machine learning
- contact map
- protein structure prediction
- amino acids
- protein chains
- contact maps
- gesture recognition
- protein functional
- protein homology
- protein structure
- expert systems
- high accuracy
- drug design
- amino acid sequences
- protein protein interactions
- protein sequences
- high precision
- secondary structure
- highly accurate
- prediction model
- euclidean distance
- predicting protein
- support vector machine
- subcellular localization
- distance function