An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network.
Yuning YangJiawen YuZhe LiuXi WangHan WangZhiqiang MaDong XuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- convolutional neural network
- multiscale
- subcellular localization
- protein secondary structure
- contact map
- protein structure prediction
- prediction accuracy
- face detection
- protein structure
- protein secondary structure prediction
- predicting protein
- protein tertiary structure
- drug design
- contact maps
- prediction model
- protein homology
- protein interaction
- protein sequences
- neural network
- multi class
- multiple scales
- amino acids
- amino acid residues
- edge detection
- gene prediction
- wavelet transform
- physico chemical