To Improve Protein Sequence Profile Prediction through Image Captioning on Pairwise Residue Distance Map.
Sheng ChenZhe SunLihua LinZifeng LiuXun LiuYutian ChongYutong LuHuiying ZhaoYuedong YangPublished in: J. Chem. Inf. Model. (2020)
Keyphrases
- distance map
- pairwise
- protein sequences
- image features
- protein structure prediction
- amino acids
- distance transform
- image segmentation
- image retrieval
- multiscale
- similarity measure
- protein secondary structure
- input image
- image representation
- segmentation algorithm
- image matching
- protein structure
- image classification
- segmentation method
- keypoints
- voronoi diagram
- computer vision
- protein secondary structure prediction
- experimentally determined
- statistical significance
- shape matching
- probability density function
- bayesian framework