Machine Learning of Three-Dimensional Protein Structures to Predict the Functional Impacts of Genome Variation.
Kriti ShuklaKelvin IdanwekhaiMartin NaradikianStephanie TingStephen P. SchoenbergerElizabeth BrunkPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- protein structure
- machine learning
- three dimensional
- predicting protein
- secondary structure
- experimentally determined
- protein sequences
- protein function
- amino acid sequences
- computational biology
- molecular biology
- machine learning methods
- sequence analysis
- protein tertiary structure
- protein families
- nuclear magnetic resonance
- protein structure and function
- computational approaches
- text mining
- protein structure alignment
- sequence data
- protein structure prediction
- contact map
- amino acids
- information extraction
- support vector machine
- natural language processing
- data mining
- computational methods