Author

Antonella Zanna Munthe-Kaas

University of BergenORCID 0000-0001-7087-3059Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

Ahmed Nabil BelbachiriD· 1 shared Chris NobleiD· 1 shared David Izquierdo-GómeziD· 1 shared Erik HansoniD· 1 shared Erlend HodnelandiD· 1 shared Gaute Alexander Nedberg HelbergiD· 1 shared Geir NævdaliD· 1 shared I-Hao CheniD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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Focal author (center)Selected co-authorORCID co-authorUnlinked name

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1 shared paperAnimal Behavior & Cognition

Ahmed Nabil BelbachirORCID

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2 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintJul 7, 2025

FishProx: Proximate conspecific interaction of Atlantic salmon (Salmo salar) for behavioural analysis through instance segmentation masks

I-Hao Chen, Ahmed Nabil Belbachir, Lars O.E. Ebbesson…·Chris Noble

FishProx uses instance segmentation to analyze fish behavior in tanks, calculating welfare metrics through anomaly scores without requiring labeled data.

DOI 10.1101/2025.07.07.659286

non-human primateimaging

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Systems BiologybioRxivPreprintApr 25, 2023

Perfusion estimation using MRI-based measurements and a porous media flow model

Rolf J. Lorentzen, Geir Nævdal, Ove Sævareid…·Antonella Zanna Munthe-Kaas

The paper develops a method to estimate tissue perfusion using MRI data and a porous media flow model, validated with synthetic data from complex models.

DOI 10.1101/2023.04.25.538213

imagingstatistical model

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