Beating the Noise: New Statistical Methods for Detecting Signals in MALDI-TOF Spectra Below Noise Level.
Tim O. F. ConradAlexander B. LeichtleAndre HagehülsmannElmar DiederichsSven BaumannJoachim ThieryChristof SchüttePublished in: CompLife (2006)
Keyphrases
- noise level
- statistical methods
- mass spectrometry
- noisy images
- statistical analysis
- noise reduction
- noise estimation
- gaussian noise
- high throughput
- biological data
- statistical models
- machine learning
- machine learning methods
- error rate
- time of flight
- low light conditions
- signal processing
- denoising
- statistical approaches
- infrared
- edge detection
- high resolution
- low light
- computer vision
- data mining techniques
- drug discovery
- optical flow