Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies

ConclusionMissing data in untargeted MS-based metabolomics data occur for various reasons. Based on our results, we recommend thatKNN-based imputation is performed on observations with variable pre-selection since it showed robust results in all evaluation schemes.
Source: Metabolomics - Category: Biology Source Type: research