Convolutional Neural Networks for Predicting Molecular Binding Affinity to HIV-1 Proteins.
Paul MorrisYahchayil DaSilvaEvan ClarkWilliam Edward HahnElan BarenholtzPublished in: BCB (2018)
Keyphrases
- hiv protease
- convolutional neural networks
- human immunodeficiency virus
- coarse grained
- drug resistance
- protein protein interactions
- fine grained
- drug discovery
- convolutional network
- predicting protein
- sequence analysis
- drug design
- subcellular localization
- dna binding
- protein structure prediction
- linear support vector machines
- living cells
- pairwise
- protein protein
- interaction networks
- sequence data
- major histocompatibility complex
- protein interaction data
- signaling pathways
- biological processes
- protein sequences
- multiresolution