A novel peak alignment method for LC-MS data analysis using cluster-based techniques.
Yu-Cheng LiuLien-Chin ChenHui-Yin ChangHsin-Yi WuPao-Chi LiaoVincent S. TsengPublished in: BIBM Workshops (2010)
Keyphrases
- data analysis
- objective function
- cost function
- high accuracy
- detection method
- mutual information
- probabilistic model
- significant improvement
- pairwise
- experimental evaluation
- computational cost
- high precision
- synthetic data
- preprocessing
- edge detection
- computationally efficient
- fully automatic
- segmentation method
- clustering method
- detection algorithm
- theoretical analysis
- data processing
- feature set
- learning algorithm
- image registration
- classification accuracy
- prior knowledge
- dynamic programming