Author

Niral Verma

Georgia Institute of Technology

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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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anqi Zheng· 1 shared Breanna Shi· 1 shared Ilia JahanshahiiD· 1 shared James T. StroudiD· 1 shared Le Yang Loh· 1 shared Stephen Mussman· 1 shared Wen Han Chia· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

Anqi Zheng

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1 paper

Recent·Most cited

LizardLens: A Two-Stage Deep Learning Pipeline for Detecting and Classifying Similar Species in Visually Complex Environments

Wen Han Chia, Ilia Jahanshahi, Le Yang Loh, Anqi Zheng, Niral Verma, Stephen Mussman, Breanna Shi, James T. Stroud

LizardLens improves species identification in complex environments using a two-stage deep learning pipeline, achieving high accuracy for Anolis lizards.

bioRxiv · Jun 12, 2026 · PreprintEcology