Author

R. A. Bonneau

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Assay:ChIP-seq· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1

Frequent Co-Authors

A. C. Daly· 1 shared E. R. Miraldi· 1 shared K. J. Geras· 1 shared M. S. Tang· 1 shared N. M. Girgis· 1 shared P. Loke· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperBioengineering

A. C. Daly

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2 papers

Recent·Most cited

A convolutional neural network for common coordinate registration of high-resolution histology images

A. C. Daly, K. J. Geras, R. A. Bonneau

This paper introduces a convolutional neural network for common coordinate registration of high-resolution histology images, showing improved performance over existing methods.

bioRxiv · Sep 18, 2020Bioengineering

Alternative activation of macrophages is accompanied by chromatin remodeling and short-term dampening of macrophage secondary response

M. S. Tang, E. R. Miraldi, N. M. Girgis, R. A. Bonneau, P. Loke

The paper shows IL-4 activates macrophages with chromatin remodeling and dampens secondary responses, with genetic differences affecting outcomes.

bioRxiv · Mar 8, 2020 · PreprintImmunology