Eunice Carrasquinha

According to our database, Eunice Carrasquinha authored at least 12 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Refining Gene Selection and Outlier Detection in Glioblastoma Based on a Consensus Approach for Regularized Survival Models.

João Brandão, Marta B. Lopes, Eunice Carrasquinha

Proceedings of the Bioinformatics and Biomedical Engineering, 2024

2022

Feature selection using Decomposed Mutual Information Maximization.

Francisco Macedo, Rui Valadas, Eunice Carrasquinha, Maria Rosário de Oliveira, António Pacheco

Neurocomputing, 2022

2020

Network-Based Variable Selection for Survival Outcomes in Oncological Data.

Eunice Carrasquinha, André Veríssimo, Marta B. Lopes, Susana Vinga

Proceedings of the Bioinformatics and Biomedical Engineering, 2020

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

On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive Carcinoma.

Marta B. Lopes, André Veríssimo, Eunice Carrasquinha, Susana Vinga

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Random Sample Consensus for the Robust Identification of Outliers in Cancer Data.

André Veríssimo, Marta B. Lopes, Eunice Carrasquinha, Susana Vinga

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

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

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018

Image reconstruction based on circulant matrices.

Eunice Carrasquinha, Conceicao Amado, Ana M. Pires, Lina Oliveira

Signal Process. Image Commun., 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

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

Variable Selection and Outlier Detection in Regularized Survival Models: Application to Melanoma Gene Expression Data.

Eunice Carrasquinha, André Veríssimo, Marta B. Lopes, Susana Vinga

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

2014

Robust Bootstrap Confidence Intervals: An Application Study for Denoising Images.

Eunice Carrasquinha, Conceicao Amado, Ana M. Pires

Proceedings of the 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30, 2014