Author

Janusan Jeyananthan

Institute of Structural and Molecular Biology

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Assay:protein structure· 1

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Christine Anne OrengoiD· 1 shared David M MilleriD· 1 shared Michael HeinzingeriD· 1 shared Nicola BordiniD· 1 shared Vaishali WamaniD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Christine Anne OrengoORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 6, 2026

ContrasTED: contrastive domain embeddings for scalable remote homology classification

David M Miller, Nicola Bordin, Janusan Jeyananthan…·Christine Anne Orengo

ContrasTED improves homology classification by using contrastive learning to assign domains to superfamilies with high accuracy, outperforming existing methods.

DOI 10.64898/2026.08.28.747864

protein structurecontrastive learning

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