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, Instituto Superior de Agronomia
Award Date: 27 Jul 2006
Biology, Master, Universidade de Lisboa
Award Date: 8 Sep 2003
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Network
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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 AccessFile13 Citations (Scopus)16 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 AccessFile3 Citations (Scopus)15 Downloads (Pure) -
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 AccessFile7 Citations (Scopus)4 Downloads (Pure) -
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
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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)
Prizes
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Post-Doctoral Fellowship
Lopes, Marta Isabel Belchior (Recipient), 2010
Prize: Fellowship awarded competitively