Author

Eugene Haydn Walters

Adelaide UniversityORCID 0000-0002-0993-4374Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Assay:DNA methylation· 1 Organism:human· 1 Organism:mouse· 1 Research Focus:spatial domain detection· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Jose Maria PoloiD· 2 shared Alice SteeliD· 1 shared Allegra AngeloniiD· 1 shared Andre L. M. ReisiD· 1 shared Andrew D. SmithiD· 1 shared Carmela RicciardelliiD· 1 shared Cong WangiD· 1 shared Fuyi LiiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioinformatics

Jose Maria PoloORCID

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2 papers

Recent·Most cited

DOMINO: graph diffusion learning identifies spatial domain structures with enhanced accuracy and scalability

Pan Jia, Na Liu, Zixu Ran, Suzanne Maiolo, Tianjun Zhang, Monika Mohenska, Xudong Guo, Cong Wang, Eugene Haydn Walters, Carmela Ricciardelli, Noor A. Lokman, Rebecca Morrow, Martin Klaus Oehler, Jose Maria Polo, Ning Liu, Fuyi Li

DOMINO identifies spatial domains in spatial transcriptomic data with improved accuracy and scalability, outperforming existing methods on large datasets.

bioRxiv · Jun 17, 2026 · PreprintBioinformatics

DNA methylation reprogramming in marsupial embryos is restricted to the extraembryonic lineage

Allegra Angeloni, J. W. Hammond, Timothy J. Peters, Andre L. M. Reis, Leah F. Kemp, Timothy G. Amos, Hasindu Gamaarachchi, Sam Humphries, Lynda A. Wilmott, Suranjana Pal, V. Pragathi Masamsetti, Megan Weatherstone, Kenny Chi Kin Ip, Karina Pazaky, Alice Steel, , Ksenia Skvortsova

The paper examines DNA methylation dynamics in marsupial embryos, finding global demethylation in the trophectoderm but not the embryonic lineage, suggesting 5mC erasure in extraembryonic tissue is ancestral in therian mammals.

Nature Communications · Jun 15, 2026Peer-reviewedDevelopmental Biology