Author

Carson Kai-Sang Leung

University of ManitobaORCID 0000-0002-7541-9127Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:variant calling· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Huu-Tai NguyeniD· 2 shared Josip RudariD· 2 shared Oliver LungiD· 2 shared Chad LaingiD· 1 shared David Lapen· 1 shared David R. LapeniD· 1 shared Graham W. TayloriD· 1 shared Nathaniel Lesperance· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersGenomics

Huu-Tai NguyenORCID

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2 papers

Recent·Most cited

Explainable and Calibrated AI for Decoding Host-Adaptive Changes in Influenza A Virus

Huu-Tai Nguyen, Josip Rudar, Samira Mubareka, David Lapen, Yohannes Berhane, Carson Kai-Sang Leung, Oliver Lung

This paper introduces WaveSeekerNet, a calibrated AI model that predicts IAV host origin and identifies key adaptive mutations, revealing host-adaptive distance and the Mammalian Adaptation Zone.

bioRxiv · Jun 7, 2026 · PreprintGenomics

WaveSeekerNet: Accurate Prediction of Influenza A Virus Subtypes and Host Source Using Attention-Based Deep Learning

Huu-Tai Nguyen, Josip Rudar, Nathaniel Lesperance, Oksana V. Vernygora, Graham W. Taylor, Chad Laing, David R. Lapen, Carson Kai-Sang Leung, Oliver Lung

WaveSeekerNet predicts IAV subtypes and host source using attention-based deep learning, outperforming existing models in accuracy and efficiency.

GigaScience · Jan 1, 2025Peer-reviewedBioinformatics