Author

Steve Maddock

University of CambridgeORCID 0000-0003-3179-0263Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

Blayze MillwardiD· 1 shared Christopher R. CooneyiD· 1 shared Eleftherios IoannouiD· 1 shared Gavin Huw ThomasiD· 1 shared Julien P. RenoultiD· 1 shared Kathryn Harris· 1 shared Michael ManganiD· 1 shared Yichen HeiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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1 shared paperSystems Biology

Blayze MillwardORCID

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2 papers

Recent·Most cited

EcologybioRxivPreprintJul 31, 2026

PlumageParts: A fine-grained avian plumage segmentation dataset and benchmark for ecological image analysis

Yichen He, Eleftherios Ioannou, Kathryn Harris…·Christopher R. Cooney

PlumageParts provides a dataset of 4,705 bird images annotated for nine plumage regions and benchmarks segmentation models, achieving 84.01% mean Intersection over Union with a frozen DINOv3 encoder.

DOI 10.64898/2026.07.30.741737

multiple speciesimaging

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Systems BiologyeLifePeer-reviewedOct 13, 2022

CompoundRay: An open-source tool for high-speed and high-fidelity rendering of compound eyes

Blayze Millward, Steve Maddock, Michael Mangan

CompoundRay is an open-source tool that enables high-speed, high-fidelity rendering of compound eyes, focusing on visual perspective and ommatidial arrangements.

6 citations

experimental assaysoftware / tool

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