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Ensemble learning for classifying single-cell data and projection across reference atlases

Single-cell data are being generated at an accelerating pace.How best to project data across single-cell atlases is an open problem. We developed a boosted learner that overcomes the greatest challenge with status quo classifiers: low sensitivity, especially when dealing with rare cell types.

Click on a Dataset ID in the table below to learn more, and to find out who to contact about access to these data

Dataset ID Description Technology Samples
EGAD00001006017 Illumina NovaSeq 6000 1
EGAD00001006018 Illumina NovaSeq 6000 1
EGAD00001006019 Illumina NovaSeq 6000 1
EGAD00001006020 Illumina NovaSeq 6000 1