Author

Lauren F. Messer

Earlham InstituteORCID 0000-0002-8335-2807Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Research Focus:database / resource· 1 Assay:long-read sequencing· 1 Assay:metagenomics· 1

Frequent Co-Authors

Christopher QuinceiD· 1 shared Gary D. BendingiD· 1 shared Haitao HaniD· 1 shared Sébastien RaguideauiD· 1 shared Shanfeng ZhuiD· 1 shared Ziye WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Christopher QuinceORCID

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1 paper

Recent·Most cited

Advancing long-read metagenomic binning via single-copy-gene guided contrastive learning

Haitao Han, Lauren F. Messer, Christopher Quince, Gary D. Bending, Sébastien Raguideau, Ziye Wang, Shanfeng Zhu

SCGBinner improves long-read metagenomic binning by using single-copy gene guided contrastive learning, outperforming existing methods on real-world datasets and recovering novel microbial species.

bioRxiv · Sep 9, 2026 · PreprintBioinformatics