Author

Anna Kohler

Johns Hopkins 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:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Amelie Valles· 1 shared Benjamin J. SeicoliD· 1 shared Elisabeth GlowatzkiiD· 1 shared Megan Beers WoodiD· 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

Amelie Valles

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1 paper

Recent·Most cited

Machine-Learning-Guided Video Analysis Identifies Sound-Evoked Pain Behaviors from Facial Grimace and Body Cues in Mice

Benjamin J. Seicol, Amelie Valles, Anna Kohler, Elisabeth Glowatzki, Megan Beers Wood

This paper develops a machine learning framework to detect sound-evoked pain in mice by analyzing facial grimace and body position from video recordings, demonstrating its ability to quantify pain responses.

bioRxiv · Sep 30, 2025 · PreprintAnimal Behavior & Cognition