Author

L. Kienbaum

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Plant Biology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1 Organism:zebrafish· 1

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K. J. Schmid· 1 shared M. Correa Abondano· 1 shared R. H. Blas Sevillano· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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1 shared paperPlant Biology

K. J. Schmid

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1 paper

Recent·Most cited

DeepCob: Precise and high-throughput analysis of maize cob geometry using deep learning with an application in genebank phenomics

L. Kienbaum, M. Correa Abondano, R. H. Blas Sevillano, K. J. Schmid

The paper develops a deep learning pipeline using Mask R-CNN for high-throughput maize cob phenotyping, showing superior performance to classical methods and demonstrating its application in genebank analysis.

bioRxiv · Mar 16, 2021Plant Biology