Author

Bruna Florentino Diniz Silva¹

Baker Heart and Diabetes InstituteORCID 0000-0001-7660-9443Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

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David Benjamin AscheriD· 1 shared Douglas E. V. PiresiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

David Benjamin AscherORCID

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1 paper

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedMar 8, 2023

epitope1D: Accurate Taxonomy-Aware B-Cell Linear Epitope Prediction

Bruna Florentino Diniz Silva¹, David Benjamin Ascher, Douglas E. V. Pires

epitope1D predicts linear B-cell epitopes using explainable machine learning with graph-based descriptors and organism ontology, achieving high accuracy on cross-validation and blind tests.

29 citations

protein sequencemachine learning (classical)

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