Author

Daniel M. Gonçalves

Instituto de Engenharia de Sistemas e Computadores Investigação e DesenvolvimentoORCID 0000-0001-5388-870XUnclaimed 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 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

André PatrícioiD· 1 shared Rafael S. CostaiD· 1 shared Rui HenriquesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

André PatrícioORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 19, 2026

On why and how to encode probability distributions on graph representations of omics data: enhancing predictive tasks and knowledge discovery

Daniel M. Gonçalves, André Patrício, Rafael S. Costa, Rui Henriques

The paper introduces a graph-based framework that integrates statistical distributions into omics data to improve predictive performance and biological interpretability in cancer datasets.

DOI 10.64898/2026.02.19.706756

humanbulk RNA-seq

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