Author

Yaozhong Zhang

Institute of Medical Science, The University of TokyoORCID 0000-0002-3727-7957Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1

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Seiya ImotoiD· 1 shared Tobias BoschungiD· 1 shared

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2025-2025 · peak 1/yr

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Seiya ImotoORCID

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1 paper

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BioinformaticsbioRxivPreprintDec 31, 2025

Phylogenetic tree-aware positive-unlabeled deep metric learning for phage-host interaction identification

Yaozhong Zhang, Tobias Boschung, Seiya Imoto

The paper introduces a phylogenetic tree-aware positive-unlabeled deep metric learning framework to improve phage-host interaction prediction by incorporating biological constraints and handling unlabeled data.

DOI 10.64898/2025.12.31.696981

bacteria (other)deep learning

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