Author

Ryan S. O’Neill

National Institutes of HealthORCID 0000-0001-8673-9217Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Organism:Drosophila· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Nasser M. RusaniD· 2 shared Solomon Aviles· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersAnimal Behavior & Cognition

Nasser M. RusanORCID

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2 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintMay 15, 2026

Autobehaver: An AI-Based Pipeline for Animal Behavior Analysis

Ryan S. O’Neill, Solomon Aviles, Nasser M. Rusan

Autobehaver is an AI pipeline for analyzing Drosophila behavior using video data, identifying key features and classifying behavioral states through a Transformer and XGBoost models.

DOI 10.64898/2026.05.12.724596

Drosophilaimaging

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Developmental BiologybioRxivPreprintJul 7, 2021

Traip Mitotic Function Controls Brain Size

Ryan S. O’Neill, Nasser M. Rusan

The paper shows that Traip function during mitosis is critical for proper brain size in Drosophila, as its loss causes neuronal loss due to mitotic defects.

DOI 10.1101/2021.07.07.451466

Drosophilaexperimental assay

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