Author

A. McElrone

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:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1 Research Focus:software / tool· 1

Frequent Co-Authors

C. R. Brodersen· 1 shared E. J. Forrestel· 1 shared G. Theroux-Rancourt· 1 shared J. M. Earles· 1 shared M. R. Jenkins· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperPlant Biology

C. R. Brodersen

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1 paper

Recent·Most cited

Digitally Deconstructing Leaves in 3D Using X-ray Microcomputed Tomography and Machine Learning

G. Theroux-Rancourt, M. R. Jenkins, C. R. Brodersen, A. McElrone, E. J. Forrestel, J. M. Earles

This paper introduces a machine learning pipeline to automate 3D leaf segmentation from microCT scans, significantly reducing processing time and improving scalability for plant phenotyping.

bioRxiv · Apr 4, 2020Plant Biology