Author

Guilherme Taborda Ribas

Harvard UniversityORCID 0000-0002-9752-4411Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1

Frequent Co-Authors

Cristian V. RiellaiD· 2 shared Dieval GuizeliniiD· 2 shared Leonardo V. RiellaiD· 2 shared Mauricio Menegatti RigoiD· 1 shared Thiago J. BorgesiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Cristian V. RiellaORCID

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2 papers

Recent·Most cited

Housekeeping Gene Expression Normalization in Transcriptomics Mitigates Data Leakage in Machine Learning Models

Guilherme Taborda Ribas, Cristian V. Riella, Dieval Guizelini, Mauricio Menegatti Rigo, Leonardo V. Riella, Thiago J. Borges

The paper identifies stable housekeeping genes to improve machine learning model performance by reducing data leakage in transcriptomic data from kidney transplant recipients.

bioRxiv · Apr 24, 2026 · PreprintBioinformatics

a2iHelper: a Python toolkit for a differential editing site analysis of RNA-Seq data

Guilherme Taborda Ribas, Dieval Guizelini, Leonardo V. Riella, Cristian V. Riella

a2iHelper provides a Python toolkit for differential A-to-I RNA editing analysis, offering noise filtering, statistical testing, and visualization to improve reproducibility and standardization in RNA-Seq studies.

bioRxiv · Oct 15, 2024 · PreprintBioinformatics