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Quality control is increasingly recognized as a crucial aspect of mass spectrometry based proteomics. Several recent papers discuss relevant parameters for quality control and present applications to extract these from the instrumental raw data.
(Walzer et al., 2014) qcML: an exchange format for quality control metrics from mass spectrometry experiments. Mol Cell Proteomics.