Robust Bootstrap Confidence Intervals: An Application Study for Denoising Images. - Eunice Carrasquinha; Conceicao Amado; Ana M. Pires (ICCSA (Workshops/Short Papers/Posters), 2014)

Variable Selection and Outlier Detection in Regularized Survival Models: Application to Melanoma Gene Expression Data. - Eunice Carrasquinha; André Veríssimo; Marta B. Lopes; Susana Vinga (LOD, 2018)

Identification of influential observations in high-dimensional cancer survival data through the rank product test. - Eunice Carrasquinha; André Veríssimo; Marta B. Lopes; Susana Vinga (BioData Min., 2018)

Ensemble outlier detection and gene selection in triple-negative breast cancer data. - Marta B. Lopes; André Veríssimo; Eunice Carrasquinha; Sandra Casimiro; Niko Beerenwinkel; Susana Vinga (BMC Bioinform., 2018)

Image reconstruction based on circulant matrices. - Eunice Carrasquinha; Conceicao Amado; Ana M. Pires; Lina Oliveira (Signal Process. Image Commun., 2018)

Regularization Techniques in Radiomics: A Case Study on the Prediction of pCR in Breast Tumours and the Axilla. - Eunice Carrasquinha; João Santinha; Alexander Mongolin; Maria Lisitskiya; Joana Ribeiro; Fátima Cardoso; Celso Matos; Leonardo Vanneschi; Nikolaos Papanikolaou 003 (CIBB, 2019)

Random Sample Consensus for the Robust Identification of Outliers in Cancer Data. - André Veríssimo; Marta B. Lopes; Eunice Carrasquinha; Susana Vinga (CIBB, 2019)

On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive Carcinoma. - Marta B. Lopes; André Veríssimo; Eunice Carrasquinha; Susana Vinga (LOD, 2019)

Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models. - Hugo Loureiro; Eunice Carrasquinha; Irina Alho; Arlindo R. Ferreira; Luís Costa; Alexandra M. Carvalho; Susana Vinga (BMC Medical Informatics Decis. Mak., 2019)

Network-Based Variable Selection for Survival Outcomes in Oncological Data. - Eunice Carrasquinha; André Veríssimo; Marta B. Lopes; Susana Vinga (IWBBIO, 2020)

Feature selection using Decomposed Mutual Information Maximization. - Francisco Macedo; Rui Valadas; Eunice Carrasquinha; Maria Rosário de Oliveira; António Pacheco 001 (Neurocomputing, 2022)

Refining Gene Selection and Outlier Detection in Glioblastoma Based on a Consensus Approach for Regularized Survival Models. - João Brandão; Marta B. Lopes; Eunice Carrasquinha (IWBBIO (1), 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)