Author

Solomon Aviles

National Institutes of Health

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· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Nasser M. RusaniD· 1 shared Ryan S. O’NeilliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperAnimal Behavior & Cognition

Nasser M. RusanORCID

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1 paper

Recent·Most cited

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.

bioRxiv · May 15, 2026 · PreprintAnimal Behavior & Cognition