Author

Logan Woudstra

University of Alberta

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Biology Disciplines

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Biochemistry· 1

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Approach:deep learning· 1 Assay:metagenomics· 1 Organism:multiple species· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

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Amika SoodiD· 1 shared Chuanhao PengiD· 1 shared Eric J CarpenteriD· 1 shared Jonathan CartmelliD· 1 shared Lara K. MahaliD· 1 shared Nicholas M. Twells· 1 shared Ratmir DerdaiD· 1 shared Robert J. WoodsiD· 1 shared

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Amika SoodORCID

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Recent·Most cited

BiochemistryScience AdvancesPeer-reviewedDec 5, 2025

Atom-level Machine Learning of Protein-glycan Interactions and Cross-chiral Recognition in Glycobiology

Eric J Carpenter, Chuanhao Peng, Simatsidk Haregu…·Ratmir Derda

This paper develops MCNet, a machine learning model that predicts protein-glycan binding strength using atom-level representations, enabling cross-chiral recognition and unifying diverse glycobiology datasets.

11 citations

multiple speciesproteomics

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