Author

Daniel J. Choi

Broad Institute

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Sihak Lee· 1 shared Soonwook ChoiiD· 1 shared Zhanyan FuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

Sihak Lee

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1 paper

Recent·Most cited

Quantifying Behavioral Structure and Persistence in Open-Field Assays Using Entropy and Spectral Metrics

Sihak Lee, Daniel J. Choi, Soonwook Choi, Zhanyan Fu

The paper introduces a framework to analyze rodent behavior in open-field assays using entropy and spectral metrics to capture behavioral dynamics and persistence.

bioRxiv · Mar 9, 2026 · PreprintAnimal Behavior & Cognition