Author

Joshua Welch

Primary ORCID profile (0000-0002-5869-2391 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Joshua WelchiD1 paper · University of Michigan

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Alexander Hartemink· 1 shared Jan F Prins· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Alexander Hartemink

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1 paper

Recent·Most cited

SLICER: Inferring Branched, Nonlinear Cellular Trajectories from Single Cell RNA-seq Data

Joshua Welch, Alexander Hartemink, Jan F Prins

SLICER infers branched, nonlinear cellular trajectories from single-cell RNA-seq data and outperforms existing methods on simulated and real datasets.

bioRxiv · Apr 9, 2016Bioinformatics