DMCTOP: Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network.
Han WangYuning YangJiawen YuXi WangDawei ZhaoDong XuPingping SunPublished in: BIBM (2019)
Keyphrases
- convolutional neural network
- multiscale
- subcellular localization
- contact map
- protein structure prediction
- protein secondary structure
- contact maps
- protein sequences
- face detection
- predicting protein
- prediction accuracy
- coarse to fine
- prediction model
- drug design
- protein interaction
- protein homology
- neural network
- remote homology detection
- protein secondary structure prediction
- edge detection
- physico chemical
- multiple scales
- secondary structure
- protein classification
- protein structure
- protein tertiary structure
- machine learning
- experimentally determined
- multi class
- object detection
- gene prediction
- amino acids
- prediction error