Author

Victoria Sanchez

Universidad de Granada

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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

Frequent Co-Authors

Amelia Villegas-MorcilloiD· 1 shared Angel Manuel GomeziD· 1 shared Marcel J. T. ReindersiD· 1 shared Roeland C. H. J. van HamiD· 1 shared Stavros MakrodimitrisiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Amelia Villegas-MorcilloORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedAug 12, 2020

Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham…·Marcel J. T. Reinders

The paper shows that unsupervised protein sequence embeddings outperform traditional features in predicting molecular function, with a simple model achieving state-of-the-art results.

123 citationstop 2%

protein sequencedeep learning

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