Author

George Martvel

University of HaifaORCID 0009-0009-2602-2041Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anna ZamanskyiD· 1 shared Jiao-Ling AppelsiD· 1 shared Stefanie RiemeriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

Anna ZamanskyORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintOct 23, 2025

Automated Facial Landmark Analysis vs. Manual Coding: Accuracy in Dog Emotional Expression Classification

Jiao-Ling Appels, George Martvel, Anna Zamansky, Stefanie Riemer

This study compares manual coding and automated facial landmark analysis for classifying fear in dogs during fireworks, finding manual coding more accurate but automated methods show potential for scalable welfare monitoring.

DOI 10.1101/2025.10.23.683931

imagingmachine learning (classical)

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