Extract information for annotation from SummarizedExperiment object. For each feature, the median mz value across all samples will be used as measured mz value and the sum of all intensities for the intensity value.
data.frame with the following information about measured features:
id: unique identifier
mz: measured mz value
intensity: measured intensity
no.peak.detected: number of detected peaks.
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