Author

Bráulio Roberto Gonçalves Marinho Couto

ORCID 0000-0002-5314-5161Unclaimed 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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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Marcos Augusto Dos SantosiD· 1 shared Rossana de Oliveira SouzaiD· 1 shared Wellington Francisco RodriguesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Marcos Augusto Dos SantosORCID

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1 paper

Recent·Most cited

Revisiting Logistic Regression for High-Dimensional Gene Expression Data

Rossana de Oliveira Souza, Wellington Francisco Rodrigues, Bráulio Roberto Gonçalves Marinho Couto, Marcos Augusto Dos Santos

This study reformulates logistic regression for high-dimensional gene expression data, achieving clear separation between control and disease groups while selecting relevant features.

bioRxiv · Jul 24, 2026 · PreprintBioinformatics