Author

Isaac Robinson

University of ArizonaORCID 0009-0004-7075-6054Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Isaac Robinson1 paper · University of British Columbia

Biology Disciplines

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Animal Behavior & Cognition· 1 Biochemistry· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:imaging· 1 Organism:mouse· 1 Organism:rat· 1

Frequent Co-Authors

Travis J. WheeleriD· 2 shared Aakash Kolekar· 1 shared Amitava RoyiD· 1 shared Asif M. KhaniD· 1 shared Edwin J. SkidmoreiD· 1 shared Ethan Ward· 1 shared George Glidden-HandgisiD· 1 shared Illyoung ChoiiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Travis J. WheelerORCID

Mutual co-authors in cluster

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2 papers

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

MDRepo - an open environment for data warehousing and knowledge discovery from molecular dynamics simulations

Amitava Roy, Ethan Ward, Illyoung Choi, Michele Cosi, Tony Edgin, Tudor Hughes, Md Shafayet Islam, Asif M. Khan, Aakash Kolekar, Mariah L. Rayl, Isaac Robinson, Paul Sarando, Edwin J. Skidmore, Tyson Lee Swetnam, Mariah Wall, , Travis J. Wheeler

MDRepo provides an open repository for storing and analyzing molecular dynamics simulations to support drug discovery and structural biology research.

Nucleic Acids Research · Nov 13, 2024Peer-reviewedBiochemistry