Spectra-first feature analysis in clinical proteomics - A case study in renal cancer.
Wilson Wen Bin GohLimsoon WongPublished in: J. Bioinform. Comput. Biol. (2016)
Keyphrases
- feature analysis
- biomarker discovery
- clinical diagnosis
- cancer patients
- medical data
- cancer treatment
- mass spectrometry data
- fisher classifier
- robust face recognition
- outcome prediction
- clinical data
- bladder cancer
- early detection
- brain tumours
- magnetic resonance spectroscopy
- high throughput
- breast cancer
- disease progression
- mass spectra
- dna microarray
- ms ms
- prostate cancer
- face recognition
- feature extraction
- human identification
- mass spectrometry
- pattern classification
- principal component analysis
- treatment planning
- medical images
- correlation filters
- clinical trials
- neural network
- preprocessing
- lung cancer
- image processing
- discriminant analysis
- hyperspectral
- data sets