Maximum a posteriori estimation of relative abundances of protein conformations.
A. Emre OnukMurat AkçakayaJaydeep P. BardhanDeniz ErdogmusDana H. BrooksLee MakowskiPublished in: MLSP (2015)
Keyphrases
- maximum a posteriori estimation
- protein structure
- protein folding
- protein structure prediction
- amino acids
- sequence analysis
- protein sequences
- gaussian distribution
- amino acid sequences
- protein function
- low energy
- secondary structure
- contact map
- sequence data
- experimentally determined
- molecular dynamics
- stochastic differential equations
- machine learning
- computational biology
- feature space
- image segmentation
- computer vision