Author

Kobus Barnard

University of ArizonaORCID 0000-0002-8568-9518Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

Andrea L. EvelandiD· 1 shared Ariyan ZareiiD· 1 shared Brian P. DilkesiD· 1 shared Bruno RozziiD· 1 shared Clay G. ChristensoniD· 1 shared Duke PauliiD· 1 shared Emmanuel Miguel GonzaleziD· 1 shared Eric H. LyonsiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Andrea L. EvelandORCID

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1 paper

Recent·Most cited

Quantifying Leaf Symptoms of Sorghum Charcoal Rot in Images of Field-Grown Plants 9 Using Deep Neural Networks

Emmanuel Miguel Gonzalez, Ariyan Zarei, Sebastian Calleja, Clay G. Christenson, Bruno Rozzi, Jeffrey Demieville, Jiahuai Hu, Andrea L. Eveland, Brian P. Dilkes, Kobus Barnard, Eric H. Lyons, Duke Pauli

This paper develops deep learning models to detect and quantify sorghum charcoal rot in field images, finding that EfficientNet-B3 and FCN achieve high accuracy and efficiency.

The Plant Phenome Journal · Jun 27, 2024Peer-reviewedPlant Biology