Author

A. G. Elkins

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

B. Wamsley· 1 shared D. M. Geschwind· 1 shared K. Roeder· 1 shared M. Peng· 1 shared Y. Wei· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperCell Biology

B. Wamsley

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1 paper

Recent·Most cited

Cell Type Hierarchy Reconstruction via Reconciliation of Multi-resolution Cluster Tree

M. Peng, B. Wamsley, A. G. Elkins, D. M. Geschwind, Y. Wei, K. Roeder

The paper introduces MRtree, a method to reconstruct cell type hierarchies from scRNA-seq data by reconciling multi-resolution cluster trees, improving upon traditional hierarchical clustering approaches.

bioRxiv · Feb 6, 2021Cell Biology