AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields.
Sheng WangJianzhu MaJinbo XuPublished in: Bioinform. (2016)
Keyphrases
- protein interaction
- network architecture
- subcellular localization
- mass spectrometry
- contact map
- protein structure prediction
- deep learning
- predicting protein
- liquid state machine
- drug design
- prediction accuracy
- prediction model
- protein complexes
- neural network
- decision trees
- protein protein interactions
- amino acids
- model selection
- protein secondary structure
- physico chemical
- protein structure
- protein sequences
- drug discovery
- logistic regression
- protein folding
- receiver operating characteristic
- protein function
- classification accuracy
- training set
- protein interaction data
- contact maps