Author

M. C. Benfield

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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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

D. G. Kimmel· 1 shared H. Bi· 1 shared H. Zheng· 1 shared K. Ying· 1 shared X. Cheng· 1 shared Y. Cheng· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

D. G. Kimmel

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1 paper

Recent·Most cited

Taming the data deluge: a novel end-to-end deep learning framework for classifying marine biological and environmental images

H. Bi, Y. Cheng, X. Cheng, M. C. Benfield, D. G. Kimmel, H. Zheng, K. Ying

The paper introduces a deep learning framework that improves classification of marine images by using scene classification to enhance accuracy in diverse underwater environments.

bioRxiv · Oct 20, 2022Ecology