CysPresso: a classification model utilizing deep learning protein representations to predict recombinant expression of cysteine-dense peptides.
Sébastien OuelletLarissa FergusonAngus Z. LauTony K. Y. LimPublished in: BMC Bioinform. (2023)
Keyphrases
- amino acids
- deep learning
- unsupervised feature learning
- protein sequences
- deep belief networks
- unsupervised learning
- protein function
- protein structure
- machine learning
- secondary structure
- amino acid sequences
- physicochemical properties
- mental models
- restricted boltzmann machine
- mass spectrometry data
- weakly supervised
- tandem mass spectra
- mass spectra
- higher order
- deep architectures
- tandem mass spectrometry
- mass spectrometry
- ms ms
- object detection
- object recognition