Author

Sofia Escudero

Consejo Nacional de Investigaciones Científicas y Técnicas

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Biology Disciplines

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Bioinformatics· 1

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

Frequent Co-Authors

Diego Humberto MiloneiD· 1 shared Emilio FenoyiD· 1 shared Georgina S. StegmayeriD· 1 shared Leandro A. BugnoniD· 1 shared Rosario VitaleiD· 1 shared Sofia DuarteiD· 1 shared

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2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Diego Humberto MiloneORCID

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1 paper

Recent·Most cited

ET-Pfam: Ensemble transfer learning for protein family prediction

Sofia Escudero, Sofia Duarte, Rosario Vitale, Emilio Fenoy, Leandro A. Bugnon, Diego Humberto Milone, Georgina S. Stegmayer

ET-Pfam improves protein family prediction by combining transfer learning and ensemble strategies, achieving lower error rates than individual models and competitors.

bioRxiv · Aug 2, 2025 · PreprintBioinformatics