Author

Thiago J. Borges

Harvard UniversityORCID 0000-0002-6554-0169Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Cristian V. RiellaiD· 1 shared Dieval GuizeliniiD· 1 shared Guilherme Taborda RibasiD· 1 shared Leonardo V. RiellaiD· 1 shared Mauricio Menegatti RigoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Cristian V. RiellaORCID

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1 paper

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