GeoWaVe Cytometry Benchmark Data
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https://zenodo.org/record/7134722
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资源简介:
Contained within this folder are six benchmark datasets (Levine13, Levine32, Samusik, Sepsis, and PD) used for the evaluation of the GeoWaVe ensemble clustering algorithm, part of the cytocluster (https://github.com/burtonrj/CytoCluster) package.
The data are compensated, arc-sine transformed, and debris and dead cells removed. See manuscript for details: https://doi.org/10.1101/2022.06.30.496829
Each dataset is available as a CSV file and includes two additional columns: UMAP1 and UMAP2. The UMAP columns contain embeddings generated using UMAP (2 components and n_neighbours=30) and were used for visualisation purposes. The column 'population' contains the original population labels generated using manual gating.
创建时间:
2022-10-02



