Author

Nikita Dhawan

University of Toronto

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Biochemistry· 1

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:variant effect prediction· 1

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Alán Aspuru‐GuzikiD· 1 shared Chris J. MaddisoniD· 1 shared Ella Miray RajaonsoniD· 1 shared Haonan DuaniD· 1 shared Leonardo CottaiD· 1 shared Marta SkretaiD· 1 shared

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1 shared paperBiochemistry

Alán Aspuru‐GuzikORCID

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1 paper

Recent·Most cited

BiochemistryNature Machine IntelligencePeer-reviewedAug 18, 2025

Boosting the Predictive Power of Protein Representations with a Corpus of Text Annotations

Haonan Duan, Marta Skreta, Leonardo Cotta…·Chris J. Maddison

This study shows that fine-tuning protein models on text annotations improves their predictive power for function prediction tasks, outperforming BLAST in some cases.

11 citations

protein sequencedeep learning

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