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Marta B. Lopes
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2020 – today
- 2024
- [c14]João Brandão, Marta B. Lopes
, Eunice Carrasquinha
:
Refining Gene Selection and Outlier Detection in Glioblastoma Based on a Consensus Approach for Regularized Survival Models. IWBBIO (1) 2024: 17-32 - 2023
- [j8]Sofia Martins, Roberta Coletti
, Marta B. Lopes
:
Disclosing transcriptomics network-based signatures of glioma heterogeneity using sparse methods. BioData Min. 16(1) (2023) - [j7]Carolina Peixoto, Marta B. Lopes
, Marta Martins, Sandra Casimiro, Daniel Sobral, Ana Rita Grosso, Catarina Abreu, Daniela Macedo, Ana Lúcia Costa, Helena Pais, Cecília Alvim, André Mansinho, Pedro Filipe, Pedro Marques da Costa, Afonso Fernandes, Paula Borralho, Cristina Ferreira, João Malaquias, António Quintela, Shannon Kaplan, Mahdi Golkaram, Michael Salmans, Nafeesa Khan, Raakhee Vijayaraghavan, Shile Zhang, Traci Pawlowski, Jim Godsey, Alex So, Li Liu, Luís Costa, Susana Vinga:
Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization. BMC Bioinform. 24(1): 17 (2023) - [c13]Roberta Coletti
, Marta B. Lopes
:
Multi-omics Data Integration and Network Inference for Biomarker Discovery in Glioma. EPIA (2) 2023: 247-259 - [c12]Ana Rita Baião
, Carolina Peixoto
, Marta B. Lopes
, Pedro Reis Costa
, Alexandra M. Carvalho
, Susana Vinga
:
Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast. EPIA (2) 2023: 325-337 - [c11]Eliana Ibrahimi
, Mina Norouzirad
, Melisa Meto
, Marta B. Lopes
:
Regularized Generalized Linear Models to Disclose Host-Microbiome Associations in Colorectal Cancer. ICoMS 2023: 98-102 - [c10]Diogo Ribeiro, Filipe Ferraz, Marta B. Lopes
, Susana Rodrigues
, Pedro Reis Costa
, Susana Vinga
, Alexandra M. Carvalho
:
Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination. IDEAL 2023: 483-494 - [c9]Filipe Ferraz, Diogo Ribeiro, Marta B. Lopes
, Sónia Pedro
, Susana Vinga
, Alexandra M. Carvalho
:
Comparative Analysis of Machine Learning Models for Time-Series Forecasting of Escherichia Coli Contamination in Portuguese Shellfish Production Areas. LOD (1) 2023: 174-188 - [i1]Sérgio Tavares, Pedro Reis Costa, Ludwig Krippahl, Marta B. Lopes:
Satellite-based feature extraction and multivariate time-series prediction of biotoxin contamination in shellfish. CoRR abs/2311.15000 (2023) - 2022
- [j6]Rafaela C. Cruz
, Pedro Reis Costa
, Ludwig Krippahl
, Marta B. Lopes
:
Forecasting biotoxin contamination in mussels across production areas of the Portuguese coast with Artificial Neural Networks. Knowl. Based Syst. 257: 109895 (2022) - 2020
- [j5]Marta B. Lopes
, Susana Vinga:
Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data. BMC Bioinform. 21(1): 59 (2020) - [c8]Inês Diegues, Susana Vinga, Marta B. Lopes
:
Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization. IWBBIO 2020: 15-26 - [c7]Eunice Carrasquinha
, André Veríssimo
, Marta B. Lopes
, Susana Vinga
:
Network-Based Variable Selection for Survival Outcomes in Oncological Data. IWBBIO 2020: 550-561
2010 – 2019
- 2019
- [j4]Marta B. Lopes
, Sandra Casimiro
, Susana Vinga:
Twiner: correlation-based regularization for identifying common cancer gene signatures. BMC Bioinform. 20(1): 356:1-356:15 (2019) - [j3]Marta B. Lopes
, Sandra Casimiro
, Susana Vinga
:
Twiner: correlation-based regularization for identifying common cancer gene signatures. BMC Bioinform. 20(1): 356:1-356:15 (2019) - [c6]André Veríssimo
, Marta B. Lopes
, Eunice Carrasquinha
, Susana Vinga
:
Random Sample Consensus for the Robust Identification of Outliers in Cancer Data. CIBB 2019: 108-118 - [c5]Marta B. Lopes
, André Veríssimo
, Eunice Carrasquinha
, Susana Vinga
:
On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive Carcinoma. LOD 2019: 631-642 - 2018
- [j2]Eunice Carrasquinha
, André Veríssimo
, Marta B. Lopes
, Susana Vinga
:
Identification of influential observations in high-dimensional cancer survival data through the rank product test. BioData Min. 11(1): 1:1-1:14 (2018) - [j1]Marta B. Lopes
, André Veríssimo
, Eunice Carrasquinha
, Sandra Casimiro
, Niko Beerenwinkel, Susana Vinga
:
Ensemble outlier detection and gene selection in triple-negative breast cancer data. BMC Bioinform. 19(1): 168:1-168:15 (2018) - [c4]João Villa-Brito, Marta B. Lopes
, Alexandra M. Carvalho
, Susana Vinga
:
Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning. CIBB 2018: 285-292 - [c3]Eunice Carrasquinha
, André Veríssimo
, Marta B. Lopes
, Susana Vinga
:
Variable Selection and Outlier Detection in Regularized Survival Models: Application to Melanoma Gene Expression Data. LOD 2018: 431-440 - 2011
- [c2]Marta B. Lopes
, José M. Bioucas-Dias
, Mário A. T. Figueiredo, Jean-Claude Wolff, Nisha Mistry, John Warrack:
Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets. WHISPERS 2011: 1-4
2000 – 2009
- 2009
- [c1]Marta B. Lopes
, José M. Bioucas-Dias
, Mário A. T. Figueiredo, Jean-Claude Wolff:
Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets. WHISPERS 2009: 1-4
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last updated on 2024-09-10 01:16 CEST by the dblp team
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