PRECOGx: exploring GPCR signaling mechanisms with deep protein representations.
Marin MaticGurdeep SinghFrancesco CarliNatalia De Oliveira RosaPasquale MiglionicoLorenzo MagniJ. Silvio GutkindRobert B. RussellAsuka InoueFrancesco RaimondiPublished in: Nucleic Acids Res. (2022)
Keyphrases
- protein sequences
- protein structure
- computational biology
- amino acid sequences
- amino acids
- computational approaches
- subcellular localization
- sequence analysis
- higher level
- molecular structures
- pattern discovery
- protein function
- protein families
- unsupervised feature learning
- feature selection
- dead end
- multiple representations
- computational models
- augmented reality
- pairwise
- similarity measure