Author

Jarrett D. Blair

University of British ColumbiaORCID 0000-0002-9132-8102Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Katie Elizabeth MarshalliD· 2 shared Cameron D. SileriD· 1 shared Jessica F. McLaughliniD· 1 shared Kamal KhidasiD· 1 shared Michael D. WeiseriD· 1 shared Michael E. KaspariiD· 1 shared Sierra N. SmithiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 16 mutual co-author links

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2 shared papersBioinformatics

Katie Elizabeth MarshallORCID

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2 papers

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedSep 3, 2025

Leveraging synthetic data produced from museum specimens to train adaptable species classification models

Jarrett D. Blair, Kamal Khidas, Katie Elizabeth Marshall

The paper presents a pipeline using synthetic images from 3D scans of museum specimens to train adaptable species classification models, achieving high accuracy on real photographs.

3 citations

imagingstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 2, 2024

CV.eDNA: A hybrid approach to invertebrate biomonitoring using computer vision and DNA metabarcoding

Jarrett D. Blair, Michael D. Weiser, Cameron D. Siler…·Katie Elizabeth Marshall

The paper combines computer vision and DNA metabarcoding to improve invertebrate classification accuracy and taxonomic granularity using a hybrid approach.

4 citations

metagenomicsstatistical model

𝕏 PostBluesky