Author

Wallace Mateus Prata

Ezequiel Dias FoundationORCID 0000-0002-8426-6994Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Bruno Marques SilvaiD· 1 shared Douglas V. Pires· 1 shared Gustavo de Oliveira AlmeidaiD· 1 shared Matheus C. AlbuquerqueiD· 1 shared Olavo BarrosiD· 1 shared Ricardo S. Ferreira· 1 shared Sabrina de Azevedo SilveiraiD· 1 shared Wagner MeiraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Bruno Marques SilvaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 15, 2026

NoiTox: A Machine Learning Strategy for Peptide Toxicity Prediction Reveals Label Noise in Benchmark Datasets

Gustavo de Oliveira Almeida, Matheus C. Albuquerque, Bruno Marques Silva…·Sabrina de Azevedo Silveira

NoiTox presents a multi-model approach for peptide toxicity prediction, revealing label noise in datasets and showing that physicochemical descriptors are informative.

DOI 10.64898/2026.10.08.757741

proteomicsmachine learning (classical)

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