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Apply single-cell QC and extract failed indices

In this PR, coSMicQC processes the CytoTable JUMP pilot outputs and detects poor-quality segmentations. Indices for the failed single-cells are extracted as compressed CSVs for downstream processing.

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@d33bs d33bs left a comment

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Good job - I left a few suggestions and overall thought this LGTM! Cheers on finding outliers using the tools we've built together within the lab on quite large datasets!



# set a list of metadata columns for use throughout
metadata_cols = [
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Consider including TableNumber also if it's available.

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I will add that back in! Do we know what TableNumber represents?

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@d33bs Thank you for the review! I am merging now!

@jenna-tomkinson jenna-tomkinson merged commit bd4d4af into WayScience:main Mar 3, 2025
@jenna-tomkinson jenna-tomkinson deleted the apply_sc_quality_control branch March 3, 2025 20:00
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2 participants