Author

J. Champ

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

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Ecology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:plant (other)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

A. Joly· 1 shared A. M. Ellison· 1 shared C. C. DAVIS· 1 shared D. S. Park· 1 shared D. Tarapore· 1 shared G. Lyra· 1 shared I. Breckheimer· 1 shared J. Xie· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperEcology

A. Joly

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1 paper

Recent·Most cited

A new method for counting reproductive structures in digitized herbarium specimens using Mask R-CNN

C. C. DAVIS, J. Champ, D. S. Park, I. Breckheimer, G. Lyra, J. Xie, A. Joly, D. Tarapore, A. M. Ellison, P. Bonnet

This paper develops a Mask R-CNN model to automate counting reproductive structures in herbarium specimens, achieving high accuracy for buds and fruits but lower for flowers.

bioRxiv · Jun 25, 2020Ecology