ProfileOfResearchers

TITLE: Network-Based Variable Selection for Survival Outcomes in Oncological Data
AUTHORS: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12108 LNBI

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TITLE: Random sample consensus for the robust identification of outliers in cancer data
AUTHORS: Veríssimo, A; Lopes, MB ; Carrasquinha, E; Vinga, S ;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI

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TITLE: TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data
AUTHORS: Peixoto, C; Lopes, MB ; Martins, M; Costa, L; Vinga, S ;
PUBLISHED: 2020, SOURCE: BIOMEDICINES, VOLUME: 8, ISSUE: 11

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TITLE: Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data Full Text
AUTHORS: Lopes, MB ; Vinga, S ;
PUBLISHED: 2020, SOURCE: BMC BIOINFORMATICS, VOLUME: 21, ISSUE: 1

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TITLE: Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning
AUTHORS: Villa Brito, J; Lopes, MB ; Carvalho, AM; Vinga, S ;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI

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TITLE: On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive Carcinoma
AUTHORS: Lopes, MB ; Veríssimo, A; Carrasquinha, E; Vinga, S ;
PUBLISHED: 2019, SOURCE: 5th International Conference on Machine Learning, Optimization, and Data Science, LOD 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11943 LNCS

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TITLE: Robust identification of target genes and outliers in triple-negative breast cancer data Full Text
AUTHORS: Pieter Segaert; Marta B Lopes ; Sandra Casimiro; Susana Vinga ; Peter J Rousseeuw;
PUBLISHED: 2019, SOURCE: STATISTICAL METHODS IN MEDICAL RESEARCH, VOLUME: 28, ISSUE: 10-11

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TITLE: Twiner: correlation-based regularization for identifying common cancer gene signatures Full Text
AUTHORS: Marta B Lopes ; Sandra Casimiro; Susana Vinga ;
PUBLISHED: 2019, SOURCE: BMC BIOINFORMATICS, VOLUME: 20, ISSUE: 1

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TITLE: Variable selection and outlier detection in regularized survival models: Application to melanoma gene expression data
AUTHORS: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S;
PUBLISHED: 2019, SOURCE: 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11331 LNCS

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