Author

Paula D Duek

University of GenevaORCID 0000-0002-0819-0473Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

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Francisco J. Guzmán‐VegaiD· 1 shared Lydie LaneiD· 1 shared Maxat KulmanoviD· 1 shared Robert HoehndorfiD· 1 shared Stefan T. AroldiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Francisco J. Guzmán‐VegaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 26, 2023

DeepGO-SE: Protein function prediction as Approximate Semantic Entailment

Maxat Kulmanov, Francisco J. Guzmán‐Vega, Paula D Duek…·Robert Hoehndorf

DeepGO-SE improves protein function prediction for distantly related proteins by using a pretrained large language model and a neuro-symbolic model that leverages GO axioms.

8 citations

protein sequencedeep learning

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