Research output per year
Research output per year
Personal profile
Education/Academic qualification
Biotecnologia, Doctorate, Advances in Near Infrared Hyperspectral Image Analysis for Pharmaceutical Anti-counterfeiting, Universidade Técnica de Lisboa
Award Date: 7 Feb 2011
Applied Mathematics, Master, Strategies for avoiding overparametrization in statistical catch-at-age methods, Universidade de Lisboa
Award Date: 27 Jul 2006
Biology, Master, Feeding ecology and morphological variation of Macroramphosus spp. and Capros aper in the Portuguese coast, Universidade de Lisboa
Award Date: 8 Sept 2003
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A novel tool for multi-omics network integration and visualization: A study of glioma heterogeneity
Coletti, R., Carrilho, J. F., Martins, E. P., Gonçalves, C. S., Costa, B. M. & Lopes, M. B., Apr 2025, In: Computers in Biology and Medicine. 188, p. 1-13 13 p., 109811.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Comparative Analysis of Machine Learning Models for Time-Series Forecasting of Escherichia Coli Contamination in Portuguese Shellfish Production Areas
Ferraz, F., Ribeiro, D., Lopes, M. B., Pedro, S., Vinga, S. & Carvalho, A. M., 2024, Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P. M. & Umeton, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 174-188 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14505 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploring glioma heterogeneity through omics networks: from gene network discovery to causal insights and patient stratification
Kastendiek, N., Coletti, R., Gross, T. & Lopes, MB., Dec 2024, In: BioData Mining. 17, 1, 56.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)8 Downloads (Pure) -
Inferring Diagnostic and Prognostic Gene Expression Signatures Across WHO Glioma Classifications: A Network-Based Approach
Coletti, R., Leiria de Mendonça, M., Vinga, S. & Lopes, M. B., 1 Jan 2024, In: Bioinformatics and Biology Insights. 18Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)4 Downloads (Pure) -
Integration of Multi-Omics Data for the Classification of Glioma Types and Identification of Novel Biomarkers
Vieira, F. G., Bispo, R. & Lopes, M. B., 1 Jan 2024, In: Bioinformatics and Biology Insights. 18Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)4 Downloads (Pure)
Prizes
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Post-Doctoral Fellowship
Lopes, Marta Isabel Belchior (Recipient), 2010
Prize: Fellowship awarded competitively