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The Welch Lab develops open-source computational tools and machine learning methods for analyzing single-cell sequencing data, including algorithms like LIGER, online iNMF, and MultiVelo. Their research aims to understand cell types, differentiation, and disease mechanisms through integration of transcriptomic, epigenomic, and spatial genomic data.
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