Marta Isabel Belchior Lopes

Research Assistant, CMA - Centro de Matemática e Aplicações
Research Assistant, NOVALincs
Research Assistant, DM - Departamento de Matemática
Research Assistant, DI - Departamento de Informática

https://orcid.org/0000-0002-4135-1857

Emailmib.lopes@fct.unl.pt

CMA - Centro de Matemática e Aplicações Faculdade de Ciências e Tecnologia/UNL Campus de Caparica 2829-516 Caparica
Portugal
Departamento de Informática Faculdade de Ciências e Tecnologia/UNL Campus de Caparica 2829-516 Caparica
Portugal
DM - Departamento de Matemática Faculdade de Ciências e Tecnologia/UNL Edifício VII Campus de Caparica 2829-516 Caparica
Portugal
DI - Departamento de Informática Faculdade de Ciências e Tecnologia/UNL Edifício II Campus de Caparica 2829-516 Caparica
Portugal

Accepting PhD Students

PhD projects

Multi-omic networks in gliomas; Forecasting shellfish contamination by marine biotoxins

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

Research activity per year

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Personal profile

Education/Academic qualification

Biotecnologia, Doctorate, Universidade Técnica da Lisboa

Award Date: 7 Feb 2011

Applied Mathematics, Master, Instituto Superior de Agronomia

Award Date: 27 Jul 2006

Biology, Master, Universidade de Lisboa

Award Date: 8 Sep 2003

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402 Citations
11 h-Index
2 Conference contribution
2 Article

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions
ML4Microbiome, 22 Feb 2021, In: Frontiers in Microbiology. 12, 635781.
Research output: Contribution to journal › Article › peer-review

Open Access
File
3 Citations (Scopus)
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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Tcox: Correlation-based regularization applied to colorectal cancer survival data
Peixoto, C., Lopes, M. B., Martins, M., Costa, L. & Vinga, S., Nov 2020, In: Biomedicines. 8, 11, p. 1-16 16 p., 488.
Research output: Contribution to journal › Article › peer-review

Open Access
File
1 Citation (Scopus)

1 Downloads (Pure)

PhD Fellowship
Lopes, Marta Isabel Belchior (Recipient), 2006
Prize: Fellowship awarded competitively
Post-Doctoral Fellowship
Lopes, Marta Isabel Belchior (Recipient), 2010
Prize: Fellowship awarded competitively

Education/Academic qualification

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions

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

Network-Based Variable Selection for Survival Outcomes in Oncological Data

Tcox: Correlation-based regularization applied to colorectal cancer survival data

PhD Fellowship

Post-Doctoral Fellowship