Author

Johanna Köchling

University of KonstanzORCID 0000-0003-1842-797XUnclaimed 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:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alex Hoi Hang ChaniD· 1 shared Andrea MeltzeriD· 1 shared Britta RenneriD· 1 shared Fumihiro KanoiD· 1 shared Harald Thomas SchuppiD· 1 shared Jana StraßheimiD· 1 shared Julia SchroederiD· 1 shared Michael GriesseriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

Alex Hoi Hang ChanORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionMethods in Ecology and EvolutionPeer-reviewedFeb 12, 2025

✦ In-depth digest

YOLO-Behaviour: A simple, flexible framework to automatically quantify animal behaviours from videos

Alex Hoi Hang Chan, Prasetia Utama Putra, Harald Thomas Schupp…·Fumihiro Kano

YOLOv8 detection with SORT event grouping and grid-search tuning quantifies visually distinct behaviours from video across 5 case studies, reaching f1-scores of 0.62 to 0.94.

32 citationstop 2%

multiple specieshuman

𝕏 PostBluesky