Research output per year
Research output per year
Personal profile
Education/Academic qualification
Biotecnologia, Doctorate, Universidade Técnica da Lisboa
Award Date: 7 Feb 2011
Applied Mathematics, Master, Universidade de Lisboa
Award Date: 27 Jul 2006
Biology, Master, Universidade de Lisboa
Award Date: 8 Sep 2003
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Research output
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ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data
Jensch, A., Lopes, M. B., Vinga, S. & Radde, N., May 2022, In: Statistical Methods In Medical Research. 31, 5, p. 947-958 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions
Patrício, A., Lopes, M. B., Costa, P. R., Costa, R. S., Henriques, R. & Martins, S. D. A. M. V., 30 Sep 2022, In: Toxins. 14, 10, 18 p., 679.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment
ML4Microbiome & Lopes, M. B., 19 Feb 2021, In: Frontiers in Microbiology. 12, 634511.Research output: Contribution to journal › Review article › peer-review
Open AccessFile65 Citations (Scopus)92 Downloads (Pure) -
A review of recent machine learning advances for forecasting harmful algal blooms and shellfish contamination
Cruz, R. C., Costa, P. R., Vinga, S., Krippahl, L. & Lopes, M. B., 5 Mar 2021, In: Journal of Marine Science and Engineering. 9, 3, 283.Research output: Contribution to journal › Review article › peer-review
Open AccessFile17 Citations (Scopus)21 Downloads (Pure) -
Learning Biomedical Networks: Toward Data-Informed Clinical Decision and Therapy
Lopes, M. B. & Vinga, S., 2021, Advances in Artificial Intelligence, Computation, and Data Science. Pham, T. D., Yan, H., Ashraf, M. W. & Sjöberg, F. (eds.). Cham: Springer, p. 77–92 (Computational Biology; vol. 31).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Prizes
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Post-Doctoral Fellowship
Lopes, Marta Isabel Belchior (Recipient), 2010
Prize: Fellowship awarded competitively