Author

Caleb Browning Darden

National Institutes of HealthORCID 0000-0002-8785-2534Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Andrew J. KesneriD· 1 shared David L. HaggertyiD· 1 shared Lovinger DmiD· 1 shared Meagan D. Marks· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperNeuroscience

Andrew J. KesnerORCID

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2 papers

Recent·Most cited

NeuroscienceeLifePeer-reviewedJul 6, 2026

An end-to-end platform for pose estimation and real-time edge-AI deployment

David L. Haggerty, Caleb Browning Darden, Lovinger Dm

This paper introduces an integrated platform for pose estimation that supports both offline analysis and real-time deployment on edge devices without requiring workstation-grade hardware.

2 citations

deep learningbenchmarking

𝕏 PostBluesky

NeurosciencebioRxivPreprintJul 22, 2025

Acute EtOH enhances septohippocampal coordination but disrupts intrinsic hippocampal theta dynamics during foraging

Caleb Browning Darden, Meagan D. Marks, Andrew J. Kesner

This study examines how acute ethanol affects septohippocampal coordination and theta burst dynamics during foraging in mice, finding altered burst timing and structure.

DOI 10.1101/2025.07.22.666144

mouseelectronic health records

𝕏 PostBluesky