Leveraging Metadata and Sample Data Harmonization Pipelines to Ensure High-Quality Datasets in the Single-Cell Data Science Consortium Initiative
How metadata and sample data harmonization pipelines were leveraged to successfully complete a 3-year initiative of cataloging, curating and delivering more than 1,000 single cell datasets from over 800 publications
We present our data ingestion workflow, cataloging and prescreening steps. We also outline Rancho’s custom data model that harmonizes disparate metadata across 83 attributes creating analysis-ready datasets and facilitating inter- and intra-dataset comparisons
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