MS2AI: automated repurposing of public peptide LC-MS data for machine learning applications.
Tobias Greisager RehfeldtKonrad KrawczykMathias BøgebjergVeit SchwämmleRichard RöttgerPublished in: Bioinform. (2022)
Keyphrases
- machine learning
- data sets
- synthetic data
- artificial intelligence
- data collection
- data analysis
- mass spectra
- database
- original data
- image data
- knowledge discovery
- data points
- high quality
- data sources
- data structure
- small number
- training data
- feature selection
- statistical methods
- raw data
- prior knowledge
- input data
- labeled data
- background knowledge
- sensor data
- data mining
- big data
- databases