Author

Liam O’Shaughnessy

Vrije Universiteit AmsterdamORCID 0000-0002-2260-2569Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Biophysics· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Assay:behavioral assay· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Research Focus:imputation· 1 Organism:mouse· 1

Frequent Co-Authors

Greg J. StephensiD· 2 shared Akira KawanoiD· 1 shared Bogna Marta Ignatowska-JankowskaiD· 1 shared France RoseiD· 1 shared Ichiro MasaiiD· 1 shared Katarzyna BożekiD· 1 shared Kosmas DeligkarisiD· 1 shared Luis Carretero RodrigueziD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Greg J. StephensORCID

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2 papers

Recent·Most cited

Deep Imputation for Skeleton Data (DISK) for Behavioral Science

France Rose, Monika Michaluk, Timon Blindauer, Bogna Marta Ignatowska-Jankowska, Liam O’Shaughnessy, Greg J. Stephens, Talmo Pereira, Marylka Yoe Uusisaari, Katarzyna Bożek

DISK uses deep learning to impute missing skeleton data in animal behavior studies, improving reliability and enabling more accurate motion analysis.

Nature Methods · Dec 4, 2025Peer-reviewedAnimal Behavior & Cognition

Decomposing Predictive Information in Social Dynamics

Akira Kawano, Liam O’Shaughnessy, Radmila Neiman, Kosmas Deligkaris, Luis Carretero Rodriguez, Ichiro Masai, Greg J. Stephens

The paper decomposes predictive information in social dynamics using mutual prediction analysis in zebrafish dominance contests, revealing disruptions in autism-linked mutants.

bioRxiv · May 16, 2025 · PreprintBiophysics