Author

Jonas Mateo Brady Rothrock

University of LausanneORCID 0009-0006-8923-8462Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

Ebi Antony GeorgeiD· 1 shared Erica van de WaaliD· 1 shared Loïc BruniD· 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

Ebi Antony GeorgeORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintFeb 18, 2026

Classifier architecture and data preprocessing jointly shape accelerometer-based behavioural inference

Loïc Brun, Jonas Mateo Brady Rothrock, Erica van de Waal, Ebi Antony George

This study shows that deep learning models outperform classical methods in behavioural inference from accelerometers, but preprocessing choices significantly affect behaviour-specific accuracy.

1 citation

non-human primateimaging

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