Author

Marina dos Santos

Jackson Laboratory

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

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Arie Sitthichai MobleyiD· 1 shared Brian Q. GeutheriD· 1 shared Gautam S. SabnisiD· 1 shared J. Matthew MahoneyiD· 1 shared Leinani E. HessioniD· 1 shared Vivek KumariD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Arie Sitthichai MobleyORCID

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1 paper

Recent·Most cited

Visual detection of seizures in mice using supervised machine learning

Gautam S. Sabnis, Leinani E. Hession, J. Matthew Mahoney, Arie Sitthichai Mobley, Marina dos Santos, Brian Q. Geuther, Vivek Kumar

This study uses supervised machine learning to automatically quantify seizure severity from video data in mice, enabling high-throughput and standardized seizure scoring.

Cell Reports Methods · Nov 26, 2025Peer-reviewedNeuroscience