Author

K. Diamond

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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Evolutionary Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Assay:imaging· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1

Frequent Co-Authors

A. Karpatne· 1 shared A. M. Maga· 1 shared A. Porto· 1 shared A. Summer· 1 shared D. Boyer· 1 shared H. Kirveslahti· 1 shared H. L. Bart· 1 shared J. Greenberg· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperEvolutionary Biology

A. Karpatne

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2 papers

Recent·Most cited

Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species

J. Leipzig, Y. Bakis, X. Wang, M. Elhamod, K. Diamond, W. Dahdul, A. Karpatne, M. Maga, P. Mabee, H. L. Bart, J. Greenberg

This study shows that image quality metadata improves fish species classification by CNNs, with high-quality images achieving higher F1 accuracy than low-quality ones.

bioRxiv · Jan 28, 2021 · PreprintEvolutionary Biology

SlicerMorph: An open and extensible platform to retrieve, visualize and analyze 3D morphology

S. Rolfe, S. Pieper, A. Porto, K. Diamond, J. Winchester, S. Shan, H. Kirveslahti, D. Boyer, A. Summer, A. M. Maga

SlicerMorph provides an open platform for retrieving, visualizing, and analyzing 3D morphology data to address challenges in quantitative organismal biology research.

bioRxiv · Nov 9, 2020Evolutionary Biology