MFPred: Rapid and accurate prediction of protein-peptide recognition multispecificity using self-consistent mean field theory.
Aliza B. RubensteinManasi A. PetheSagar D. KharePublished in: PLoS Comput. Biol. (2017)
Keyphrases
- amino acids
- tandem mass spectra
- mass spectrometry
- protein classification
- recognition rate
- subcellular localization
- mhc class ii
- protein structure prediction
- contact map
- contact maps
- protein structure
- protein sequences
- protein secondary structure
- mass spectra
- drug design
- recognition accuracy
- recursive neural networks
- prediction accuracy
- amino acid residues
- highly accurate
- protein homology
- pattern recognition
- tandem mass spectrometry
- feature extraction
- markov random field
- high accuracy
- protein function prediction
- statistical mechanics
- protein function
- physicochemical properties
- physico chemical
- secondary structure
- protein tertiary structure
- amino acid sequences
- drug discovery
- recognition algorithm
- high throughput
- face recognition