Prediction and modeling of pre-analytical sampling errors as a strategy to improve plasma NMR metabolomics data.
Carl BruniusAnders PedersenDaniel MalmodinB. Göran KarlssonLars AnderssonGunnel TybringRikard LandbergPublished in: Bioinform. (2017)
Keyphrases
- data sets
- data collection
- data sources
- raw data
- data distribution
- synthetic data
- data analysis
- database
- data processing
- high dimensional data
- data mining techniques
- image data
- active learning
- statistical analysis
- prior knowledge
- high quality
- training data
- social networks
- historical data
- sampling methods
- sampling strategy
- models built
- sparsely sampled