Author

Joshua Millward

La Trobe UniversityORCID 0000-0002-6374-1426Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Jemma G. GasperoniiD· 1 shared Long Nguyen· 1 shared Natasha Ruth· 1 shared Sarah MeleiD· 1 shared Sebastian DworkiniD· 1 shared Travis K. JohnsoniD· 1 shared Zhen HeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

Jemma G. GasperoniORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionDisease Models & MechanismsPeer-reviewedJan 22, 2026

SAMBA: A Segment Anything Model-based tool for semi-automated Behavioural Analysis of Drosophila and other model organisms

Sarah Mele, Joshua Millward, Long Nguyen…·Travis K. Johnson

SAMBA provides a semi-automated tool for behavioural analysis using SAM2, enabling phenotyping of Drosophila and other organisms without specialized equipment or coding.

1 citation

Drosophilazebrafish

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