Author

O. Matny

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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Plant Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

A. Quinones· 1 shared B. J. Steffenson· 1 shared C. D. Hirsch· 1 shared C. Du· 1 shared C. Yang· 1 shared J. A. Anderson· 1 shared J. Cooper· 1 shared J. R. Wodarek· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

A. Quinones

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1 paper

Recent·Most cited

An RGB based deep neural network for high fidelity Fusarium head blight phenotyping in wheat

J. Cooper, C. Du, Z. Beaver, M. Zheng, R. Page, J. R. Wodarek, O. Matny, T. Szinyei, A. Quinones, J. A. Anderson, K. P. Smith, C. Yang, B. J. Steffenson, C. D. Hirsch

This paper introduces an RGB-based deep neural network for high-fidelity Fusarium head blight phenotyping in wheat, achieving accuracy comparable to human scoring and demonstrating strong generalizability across field conditions.

bioRxiv · Sep 20, 2023 · PreprintPlant Biology