Data pre-processing in liquid chromatography-mass spectrometry-based proteomics.
Xiang ZhangJohn M. AsaraJiri AdamecMourad OuzzaniAhmed K. ElmagarmidPublished in: Bioinform. (2005)
Keyphrases
- mass spectrometry
- data pre processing
- high throughput
- preprocessing
- data mining
- data analysis
- mass spectrometry data
- pattern extraction
- mass spectra
- feature selection
- dimension reduction
- missing values
- decision tree algorithm
- drug discovery
- time of flight
- data mining process
- data preparation
- microarray
- machine learning
- biomarker discovery
- databases
- data acquisition
- decision trees
- ms ms