Author

J. G. Hodge

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Biology Disciplines

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Plant Biology· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Organism:plant (other)· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

A. Doust· 2 shared Q. Li· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersPlant Biology

A. Doust

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2 papers

Recent·Most cited

Wheels within wheels, Nested Function-value Traits as a Tool for Modeling Ontogeny

J. G. Hodge, A. Doust

This study introduces a 2FVT model to quantify ontogenetic shape changes in Setaria plants using time-dependent measurements, revealing phenotypic shifts across genotypes.

bioRxiv · Mar 16, 2021 · PreprintPlant Biology

De novo homology assessment from landmark data: A workflow to identify and track segmented structures in plant time series images

J. G. Hodge, Q. Li, A. Doust

The paper introduces a workflow for tracking segmented structures in plant time series images using dimensionality reduction and clustering, showing its effectiveness with some noted errors.

bioRxiv · Feb 21, 2021 · PreprintPlant Biology