Author

Kevin Han

Duke University

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:multiome· 1 Approach:statistical model· 1

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Derek K. ZachmaniD· 1 shared Matthew D. HirscheyiD· 1 shared Pol Castellano‐EscuderiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Derek K. ZachmanORCID

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1 paper

Recent·Most cited

Interpretable multi-omics integration with UMAP embeddings and density-based clustering

Pol Castellano‐Escuder, Derek K. Zachman, Kevin Han, Matthew D. Hirschey

GAUDI integrates multi-omics data using UMAP embeddings and density-based clustering to uncover non-linear relationships and identify interpretable latent factors across datasets.

bioRxiv · Oct 7, 2024 · PreprintBioinformatics