Independent component analysis for the extraction of reliable protein signal profiles from MALDI-TOF mass spectra.
Dante MantiniFrancesca PetrucciPiero Del BoccioDamiana PieragostinoMarta Di NicolaAlessandra LugaresiGiorgio FedericiPaolo SacchettaCarmine Di IlioAndrea UrbaniPublished in: Bioinform. (2008)
Keyphrases
- mass spectrometry
- independent component analysis
- mass spectra
- independent components
- signal processing
- high throughput
- single channel
- source separation
- tandem mass spectra
- time of flight
- blind source separation
- source signals
- principal component analysis
- tandem mass spectrometry
- drug discovery
- computer vision
- biological data
- neural network
- machine learning
- three dimensional
- image processing
- systems biology
- early stage
- non stationary
- d objects
- feature vectors
- high dimensional
- feature extraction