Marta Isabel Belchior Lopes

Marta Isabel Belchior Lopes

CMA Research Group - Statistics and Risk Management

  • DM - Departamento de Matemática
    Faculdade de Ciências e Tecnologia/UNL
    Edifício VII
    Campus de Caparica
    2829-516 Caparica

    Portugal

Accepting PhD Students

PhD projects

Multi-omic networks in gliomas;

Forecasting shellfish contamination by marine biotoxins

Calculated based on number of publications stored in Pure and citations from Scopus
20202023

Research activity per year

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  • 2023

    Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination

    Ribeiro, D., Ferraz, F., Lopes, M. B., Rodrigues, S., Costa, P. R., Vinga, S. & Carvalho, A. M., Nov 2023, Intelligent Data Engineering and Automated Learning – IDEAL 2023: 24th International Conference, Évora, Portugal, November 22–24, 2023, Proceedings. Quaresma, P., Camacho, D., Yin, H., Gonçalves, T., Julian, V. & Tallón-Ballesteros, A. J. (eds.). Cham: Springer, p. 483-494 12 p. (Lecture Notes in Computer Science; vol. 14404 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast

    Baião, A. R., Peixoto, C., Lopes, M. B., Costa, P. R., Carvalho, A. M. & Vinga, S., Dec 2023, Progress in Artificial Intelligence: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part II. Moniz, N., Vale, Z., Cascalho, J., Silva, C. & Sebastião, R. (eds.). Cham: Springer, p. 325-337 13 p. (Lecture Notes in Computer Science; vol. 14116 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Multi-omics Data Integration and Network Inference for Biomarker Discovery in Glioma

    Coletti, R. & Lopes, M. B., Dec 2023, Progress in Artificial Intelligence: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part II. Moniz, N., Vale, Z., Cascalho, J., Silva, C. & Sebastião, R. (eds.). Cham: Springer, p. 247-259 13 p. (Lecture Notes in Computer Science; vol. 14116 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Regularized Generalized Linear Models to Disclose Host-Microbiome Associations in Colorectal Cancer

    Ibrahimi, E., Norouzirad, M., Meto, M. & Lopes, M. B., 13 Dec 2023, ICoMS '23: Proceedings of the 2023 6th International Conference on Mathematics and Statistics. New York: ACM - Association for Computing Machinery, p. 98-102 5 p. (ICoMS: International Conference on Mathematics and Statistic).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2020

    Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization

    Diegues, I., Vinga, S. & Lopes, M. B., 2020, Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Proceedings. Rojas, I., Valenzuela, O., Rojas, F., Herrera, L. J. & Ortuño, F. (eds.). Cham: Springer, p. 15-26 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12108 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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

    Carrasquinha, E., Veríssimo, A., Lopes, M. B. & Vinga, S., 2020, Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Proceedings. Rojas, I., Valenzuela, O., Rojas, F., Herrera, L. J. & Ortuño, F. (eds.). Cham: Springer, p. 550-561 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12108 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
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