High precision in protein contact prediction using fully convolutional neural networks and minimal sequence features.
David T. JonesShaun M. KandathilPublished in: Bioinform. (2018)
Keyphrases
- high precision
- high recall
- convolutional neural networks
- achieve high precision
- feature space
- sequence analysis
- high accuracy
- protein structure prediction
- high reliability
- protein protein interactions
- sequence alignment
- prediction model
- prediction accuracy
- feature vectors
- feature extraction
- information retrieval
- feature set
- image features
- multiresolution
- appearance features
- drug design
- protein families
- subcellular localization
- splice site