Author

G. Sabnis

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:imaging· 2 Organism:mouse· 2 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

V. Kumar· 2 shared A. Peer· 1 shared B. Geuther· 1 shared C. M. Lutz· 1 shared G. A. Churchill· 1 shared J. Gardin· 1 shared K. Sheppard· 1 shared L. E. Hession· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

V. Kumar

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2 papers

Recent·Most cited

A machine vision based frailty index for mice

L. E. Hession, G. Sabnis, G. A. Churchill, V. Kumar

This paper introduces a machine learning-based visual frailty index (vFI) for mice using video data, achieving high accuracy in predicting frailty scores and enabling scalable aging studies.

bioRxiv · Sep 27, 2021Animal Behavior & Cognition

Gait-level analysis of mouse open field behavior using deep learning-based pose estimation

K. Sheppard, J. Gardin, G. Sabnis, A. Peer, M. Darrell, S. Deats, B. Geuther, C. M. Lutz, V. Kumar

This paper develops a deep learning-based method to analyze mouse gait and posture in open field behavior, showing high heritability and identifying ASD-related gait deficits.

bioRxiv · Dec 29, 2020 · PreprintAnimal Behavior & Cognition