Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics.
Carlos Gueto-TettayDi TangLotta HapponenMoritz HeuselHamed KhakzadJohan MalmströmLars MalmströmPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- mass spectrometry
- learning models
- tandem mass spectrometry
- high throughput
- ms ms
- mass spectra
- mass spectrometry data
- learning algorithm
- learning problems
- drug discovery
- time of flight
- microarray
- machine learning
- learning tasks
- loss function
- semi supervised learning
- classification models
- similarity search
- machine learning algorithms
- text categorization
- input image
- active learning
- tandem mass spectra