Author

Neekesh Panchal

Wilfrid Laurier University

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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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Organism:rat· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

George Glidden-HandgisiD· 1 shared Isaac RobinsoniD· 1 shared Nathan InseliD· 1 shared Travis J. WheeleriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

George Glidden-HandgisORCID

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1 paper

Recent·Most cited

DIPLOMAT: multi-animal tracking with efficient manual editing

Isaac Robinson, George Glidden-Handgis, Neekesh Panchal, Nathan Insel, Travis J. Wheeler

A hidden Markov model trace over DeepLabCut or SLEAP confidence maps reduced identity swaps versus both tools on 54 MABe mouse-triplet videos; retained probabilities also guide manual editing.

bioRxiv · Aug 11, 2025 · PreprintAnimal Behavior & Cognition✦ In-depth digest