2D NMR metabonomic analysis: a novel method for automated peak alignment.
Ming ZhengPeng LuYanzhou LiuJoseph PeaseJonathan UsukaGuochun LiaoGary PeltzPublished in: Bioinform. (2007)
Keyphrases
- significant improvement
- synthetic data
- detection method
- dynamic programming
- experimental evaluation
- decision trees
- image alignment
- fully automatic
- high precision
- classification method
- detection algorithm
- optimization algorithm
- statistical analysis
- pairwise
- similarity measure
- classification accuracy
- computational cost
- computationally efficient
- cost function
- k means
- preprocessing
- computational complexity
- objective function
- machine learning