Author

Jorge Orestes Cerdeira

NOVAMath Center for Mathematics and ApplicationsORCID 0000-0002-3814-7660Unclaimed 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 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Marcos RaydaniD· 1 shared Marta Belchior LopesiD· 1 shared Roberta ColettiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Marcos RaydanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 11, 2025

Performance Assessment of an Unsupervised Variable Selection Approach for Biomarker Discovery and Glioblastoma Subtyping

Roberta Coletti, Jorge Orestes Cerdeira, Marcos Raydan, Marta Belchior Lopes

This study evaluates unsupervised variable selection methods for high-dimensional omics data and introduces TRIM-IT, a tool that identifies glioblastoma subtypes with distinct molecular profiles and survival outcomes.

DOI 10.1101/2025.03.11.642670

humanbulk RNA-seq