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Scater: filter SCE (version 1.22.0)
Input SingleCellLoomExperiment dataset:
Type of filter:
Minimum library size (mapped reads) to filter cells on:
Raising this number will raise the stringency and may lower the number of included cells
Maximum % of mitochondrial genes expressed per cell:
Cells that exceed this value will be filtered out
Remove cells that have less than the given number of expressed features:
Number of reads mapped to a feature above which it to be deemed as expressed:
Raising this number will raise the stringency and may lower the number of expressed genes
Remove features that occur in less than the given number of cells:
Features that exceed this value will be filtered out
Filter a SingleCellLoomExperiment object with Scater using one of the following methods:
user-defined parameters
PCA to automatically removes outliers.