ProfileOfResearchers

TÃTULO: Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions Full Text
AUTORES: Moreno Indias, I; Lahti, L; Nedyalkova, M; Elbere, I; Roshchupkin, G; Adilovic, M; Aydemir, O; Bakir Gungor, B; Pau, ECD; D'Elia, D; Desai, MS; Falquet, L; Gundogdu, A; Hron, K; Klammsteiner, T; Lopes, MB ; Marcos Zambrano, LJ; Marques, C; Mason, M; May, P; Pasic, L; Pio, G; Pongor, S; Promponas, VJ; Przymus, P; Saez Rodriguez, J; Sampri, A; Shigdel, R; Stres, B; Suharoschi, R; Truu, J; Truica, CO; Vilne, B; Vlachakis, D; Yilmaz, E; Zeller, G; Zomer, AL; Gomez Cabrero, D; Claesson, MJ; ...Mais
PUBLICAÇÃO: 2021, FONTE: FRONTIERS IN MICROBIOLOGY, VOLUME: 12

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TÃTULO: The Role of Network Science in Glioblastoma Full Text
AUTORES: Lopes, MB ; Martins, EP; Vinga, S ; Costa, BM ;
PUBLICAÇÃO: 2021, FONTE: CANCERS, VOLUME: 13, NÚMERO: 5

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TÃTULO: Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization
AUTORES: Diegues, I; Vinga, S ; Lopes, MB ;
PUBLICAÇÃO: 2020, FONTE: 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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TÃTULO: Network-Based Variable Selection for Survival Outcomes in Oncological Data
AUTORES: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S ;
PUBLICAÇÃO: 2020, FONTE: 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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TÃTULO: Random sample consensus for the robust identification of outliers in cancer data
AUTORES: Veríssimo, A; Lopes, MB ; Carrasquinha, E; Vinga, S ;
PUBLICAÇÃO: 2020, FONTE: 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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TÃTULO: TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data
AUTORES: Peixoto, C; Lopes, MB ; Martins, M; Costa, L; Vinga, S ;
PUBLICAÇÃO: 2020, FONTE: BIOMEDICINES, VOLUME: 8, NÚMERO: 11

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TÃTULO: Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data Full Text
AUTORES: Lopes, MB ; Vinga, S ;
PUBLICAÇÃO: 2020, FONTE: BMC BIOINFORMATICS, VOLUME: 21, NÚMERO: 1

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TÃTULO: Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning
AUTORES: Villa Brito, J; Lopes, MB ; Carvalho, AM ; Vinga, S ;
PUBLICAÇÃO: 2020, FONTE: 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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TÃTULO: On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive Carcinoma
AUTORES: Lopes, MB ; Veríssimo, A; Carrasquinha, E; Vinga, S ;
PUBLICAÇÃO: 2019, FONTE: 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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