Author

Nithya K. Subramanian

Texas A&M UniversityORCID 0000-0002-1659-7396Unclaimed 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 Research Focus:clustering· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Alberto CollavoiD· 1 shared Aldo MerottoiD· 1 shared Alexandre Fournier‐LeveliD· 1 shared Amir M. H. IbrahimiD· 1 shared Ana L. CaicedoiD· 1 shared Analía I. MenéndeziD· 1 shared Andrew R. McFarland· 1 shared Bianca Assis Barbosa MartinsiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperGenomics

Alberto CollavoORCID

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Author profile →

2 papers

Recent·Most cited

A Data-Driven Image Extraction and Analysis Pipeline for Plant Phenotyping in Controlled Environments

Fahimeh Orvati Nia, Joshua Peeples, Seth C. Murray, Andrew R. McFarland, Troy Vann, Shima Salehi, Robert G. Hardin, David D. Baltensperger, Amir M. H. Ibrahim, J. Alex Thomasson, Henry Y. Fadamiro, Nithya K. Subramanian, Suresh D. Pillai, Rebecca Roston, Joslin Ishimwe, , Uday Santhosh Raju Vysyaraju

The paper develops an automated image analysis pipeline for plant phenotyping in controlled environments, using multispectral imaging and AI to extract and analyze phenotypic features across multiple crops.

bioRxiv · Jul 21, 2026 · PreprintPlant Biology

The International Weed Genomics Consortium: Community Resources for Weed Genomics Research

Jacob S. Montgomery, Sarah Morran, Dana R. MacGregor, Joseph Scott McElroy, Paul Neve, Célia Neto, Martín M. Vila‐Aiub, Maria Victoria Sandoval, Analía I. Menéndez, Julia M. Kreiner, Longjiang Fan, Ana L. Caicedo, Peter J. Maughan, Bianca Assis Barbosa Martins, Jagoda Mika, , Todd Adam Gaines

The paper outlines genomic resources developed by the International Weed Genomics Consortium to improve weed control and crop breeding through insights into stress tolerance.

Genome biology · May 27, 2024Peer-reviewedGenomics