Predicting Antimicrobial Peptides Using ESMFold-Predicted Structures and ESM-2-Based Amino Acid Features with Graph Deep Learning.
Greneter Cordoves-DelgadoCésar R. García-JacasPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- amino acids
- deep learning
- unsupervised feature learning
- protein sequences
- physicochemical properties
- feature vectors
- unsupervised learning
- protein function
- experimentally determined
- image features
- higher order
- secondary structure
- protein structure prediction
- machine learning
- protein structure
- feature space
- mental models
- feature extraction