Author

James Lennon

Michigan State UniversityORCID 0000-0002-4201-3753Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

James Lennon1 paper · Stanford Medicine

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Alejandra BarriosiD· 1 shared Alejandra Rougon‐CardosoiD· 1 shared Aman Y. HusbandsiD· 1 shared Annabel Romero-HernandeziD· 1 shared Asia T. HightoweriD· 1 shared aura Montemayor-Lara· 1 shared Benedikt DolgikhiD· 1 shared Beronda L. MontgomeryiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Alejandra BarriosORCID

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1 paper

Recent·Most cited

The Euler Characteristic Transform Enables Classification of Complex Plant Shapes and Prediction of Leaf Venation from Blade Geometry

Yemeen Ayub, Sarah Scullen, Sarah Percival, William N. Weaver, Nischal Karki, Wahiba Yahiaoui, Karina Astudillo-Pavon, Alejandra Barrios, Jill C. Check, Joel Colchado-López, Benedikt Dolgikh, Deborah V. Espinosa-Martínez, Qiuyi Fu, Kevin Manuel Galván Lara, Jorge Noé García-Chávez, , Daniel H. Chitwood

This paper introduces the Euler Characteristic Transform (ECT) for classifying plant shapes and predicting leaf venation from blade geometry using deep learning.

bioRxiv · Apr 16, 2026 · PreprintPlant Biology