REAGENT or RESOURCE	SOURCE	IDENTIFIER
Critical commercial assays
Chromium Single Cell 30 Reagent Kits	10X Genomics	N/A
Deposited data
scRNA-seq data	Patil et al.20	https://hpap.pmacs.upenn.edu/
Software and algorithms
Cell Ranger v3.0.1	10X Genomics	https://www.10xgenomics.com/support/software/cell-ranger/latest
R	R Development Core Team, 2008	https://www.r-project.org/
R Studio	N/A	https://www.rstudio.com/
xgboost v1.5.0.2	Chen et al.19	https://cran.r-project.org/web/packages/xgboost/index.html
scSorter v0.0.2	Guo et al.22	https://cran.r-project.org/web/packages/scSorter/vignettes/scSorter.html
Seurat v4.1.0	Hao et al.58	https://satijalab.org/seurat/
scDblFinder v1.8.0	Germain et al.59	https://bioconductor.org/packages/release/bioc/html/scDblFinder.html
SingleCellExperiment v1.16.0	Amezquita et al.60	https://bioconductor.org/packages/release/bioc/html/SingleCellExperiment.html
sctransform v0.3.3	Hafemeister et al.61	https://satijalab.org/seurat/articles/sctransform_vignette.html
This study	Patil et al.20	https://github.com/AbhijeetRPatil/ML_Islets)