Author

Rafaela Zandonade Ventorim

Universidade Federal de ViçosaORCID 0000-0002-3812-627XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Eduardo Luís Menezes de AlmeidaiD· 1 shared Maurício Alexander de Moura FerreiraiD· 1 shared Sabrina de Azevedo SilveiraiD· 1 shared Wendel Batista da SilveiraiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Eduardo Luís Menezes de AlmeidaORCID

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1 paper

Recent·Most cited

Systems BiologyJournal of Molecular BiologyPeer-reviewedSep 23, 2021

Protein Abundance Prediction Through Machine Learning Methods

Maurício Alexander de Moura Ferreira, Rafaela Zandonade Ventorim, Eduardo Luís Menezes de Almeida…·Wendel Batista da Silveira

This study predicts protein abundance using machine learning based on codon usage bias, achieving high accuracy and validating predictions in metabolic models.

18 citations

proteomicsmachine learning (classical)

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