A new paradigm for clinical biomarker discovery and screening with Mass Spectrometry through biomedical image analysis principles.
Hanqing LiaoEmmanouil MoschidisIsabel Riba-GarciaYan ZhangRichard D. UnwinJeffrey S. MorrisJim GrahamAndrew W. DowseyPublished in: ISBI (2014)
Keyphrases
- biomarker discovery
- biomedical image analysis
- mass spectrometry
- mass spectrometry data
- mathematical methods
- drug discovery
- image analysis
- high throughput
- computer vision
- mass spectra
- early detection
- pattern classification
- early stage
- practical problems
- rule learning
- data mining tools
- microarray
- systems biology
- time of flight
- pattern recognition
- image processing
- data mining