Convolutional neural networks with image representation of amino acid sequences for protein function prediction.
Samia Tasnim SaraMd. Mehedi HasanAhsan AhmadSwakkhar ShatabdaPublished in: Comput. Biol. Chem. (2021)
Keyphrases
- image representation
- amino acid sequences
- protein function
- protein sequences
- protein structure
- multiscale
- amino acids
- image classification
- object recognition
- protein protein interactions
- predicting protein
- protein interaction networks
- gene expression profiles
- gene ontology
- image features
- protein structure prediction
- computational methods
- image retrieval
- secondary structure
- protein interaction
- computational tools
- functional modules
- feature space
- molecular biology
- computational biology
- computer vision
- microarray
- protein complexes