Multi-omics Data Integration and Network Inference for Biomarker Discovery in Glioma. - Roberta Coletti; Marta B. Lopes (EPIA (2), 2023)

Disclosing transcriptomics network-based signatures of glioma heterogeneity using sparse methods. - Sofia Martins; Roberta Coletti; Marta B. Lopes (BioData Min., 2023)

Exploring glioma heterogeneity through omics networks: from gene network discovery to causal insights and patient stratification. - Nina Kastendiek; Roberta Coletti; Thilo Gross; Marta B. Lopes (BioData Min., 2024)

Priority-Elastic net for binary disease outcome prediction based on multi-omics data. - Laila Musib; Roberta Coletti; Marta B. Lopes; Helena Mouriño; Eunice Carrasquinha (BioData Min., 2024)

A novel tool for multi-omics network integration and visualization: A study of glioma heterogeneity. - Roberta Coletti; João F. Carrilho; Eduarda P. Martins; Céline S. Gonçalves; Bruno M. Costa; Marta B. Lopes (Comput. Biol. Medicine, 2025)