Marta Belchior Lopes
Researcher
Knowledge-Based Systems
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Email: mib.lopes@fct.unl.pt
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- Resume
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Marta Belchior Lopes is a researcher at NOVA LINCS, NOVA School of Science and Technology. She holds a Ph.D. in Biotechnology, a Master’s degree in Applied Mathematics, and a 5-year degree in Marine Biology. Her main research activities have been focused on the development of mathematical and computational tools based on data mining and machine learning to extract meaningful information from high-dimensional data generated by high-throughput technologies. Marta has been developing my work in the context of precision medicine, bioprocess monitoring, quality control, and marine ecology applications. https://orcid.org/0000-0002-4135-1857
Project Highlights
Publications Highlights
- ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data
- Jan 2022
- Antje Jensch, Marta Belchior Lopes, Susana Vinga, Nicole Radde
- A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination
- Mar 2021
- Rafaela C. Cruz, Pedro Reis Costa, Susana Vinga, Ludwig Krippahl, Marta Belchior Lopes
- The Role of Network Science in Glioblastoma
- Mar 2021
- Marta Belchior Lopes, Eduarda P. Martins, Susana Vinga, Bruno M. Costa
- Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment
- Feb 2021
- Laura Judith Marcos-Zambrano, Kanita Karaduzovic-Hadziabdic, Tatjana Loncar Turukalo, Piotr Przymus, Vladimir Trajkovik, Oliver Aasmets, Magali Berland, Aleksandra Gruca, Jasminka Hasic, Karel Hron, Thomas Klammsteiner, Mikhail Kolev, Leo Lahti, Marta Belchior Lopes, et al.
- TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data
- Nov 2020
- Carolina Peixoto, Marta Belchior Lopes, Marta Martins, Luís Costa, Susana Vinga
24 Jan 2022
5 Mar 2021
2 Mar 2021
19 Feb 2021
10 Nov 2020