Feature extraction and quantification for mass spectrometry in biomedical applications using the mean spectrum.
Jeffrey S. MorrisKevin R. CoombesJohn M. KoomenKeith A. BaggerlyRyuji KobayashiPublished in: Bioinform. (2005)
Keyphrases
- mass spectrometry
- feature extraction
- mass spectrometry data
- high throughput
- pattern classification
- proteomic data
- mass spectra
- feature vectors
- spectral data
- drug discovery
- discriminant analysis
- ovarian cancer
- preprocessing
- feature selection
- dimensionality reduction
- principal component analysis
- tandem mass spectrometry
- time of flight
- support vector machine svm
- face recognition
- ms ms
- image processing
- dimension reduction
- real time
- microarray
- frequency domain
- biological data
- interaction networks
- feature space