PhD
- João António Alves Santinha (2023). Methods for Improving Generalizability and Robustness of Medical Imaging AI Models: Approaches for Engineered and Learned Features. PhD in Electrical and Computer Engineering, Instituto Superior Técnico, Universidade de Lisboa (Supervisor: Mário A. T. Figueiredo; Co-supervisor: Nikolaos Papanikolaou)
- Eduarda Pereira Martins (2023). Emerging roles of the critical oncogenic molecule Cadherin-3 in glioblastoma. PhD in Health Sciences, School of Medicine, University of Minho (Supervisor: Bruno M. Costa; Co-supervisor: Pedro Coutinho da Costa)
- Ana Carolina Amaral Peixoto (2022). Computational Biology for Modeling Oncological Omics Data: the way towards personalized medicine. PhD in Bioengineering, Instituto Superior Técnico, Universidade de Lisboa (Supervisor: Susana Vinga; Co-supervisor: Luís Costa)
Master
- Pedro Filipe Albino Duarte (2024). Causal insights from multi-omics data: uncovering gene networks and potential therapeutic targets in glioma. Master in Computational Biology and Bioinformatics, NOVA School of Science and Technology, NOVA University of Lisbon (Supervisor: Marta B. Lopes; Co-supervisor: Roberta Coletti)
- Carolina Ferreira Pé-Curto (2024). Deciphering glioma heterogeneity through multi-view clustering. Master in Mathematics and Applications, NOVA School of Science and Technology, NOVA University of Lisbon (Supervisor: Marta B. Lopes; Co-supervisor: Roberta Coletti)
- João Artur Branco Brandão (2024). Dimensionality reduction in survival models based on gene expression data: An application to brain cancer. Master in Biostatistics, Faculty of Sciences, University of Lisbon (Supervisor: Eunice Carrasquinha; Co-supervisor: Marta B. Lopes)
- Diogo Sousa Cruz (2024). Causal Discovery on Categorical Data with Geometric Complexity. Master in Electrical and Computer Engineering, Instituto Superior Técnico, Universidade de Lisboa (Supervisor: Paulo Mateus; Co-supervisor: Alexandra M. Carvalho)
- Francisca Manuel Gaspar Vieira (2023). Integration of multi-omics data for the classification of glioma types and identification of novel biomarkers. Master in Computational Biology and Bioinformatics, NOVA School of Science and Technology, NOVA University of Lisbon (Supervisor: Marta B. Lopes; Co-supervisor: Regina Bispo)
- João Francisco da Encarnação Carrilho (2023). Identification of biomarkers in gliomas via robust multinomial classification and dimensionality reduction. Master in Mathematics and Applications, NOVA School of Science and Technology, NOVA University of Lisbon (Supervisor: Marta B. Lopes; Co-supervisor: Bruno M. Costa)
- Sofia Martins (2022). Disclosing transcriptomics signatures of glioma using sparse methods. Master in Biomedical Engineering, NOVA School of Science and Technology, NOVA University of Lisbon (Supervisor: Marta B. Lopes; Co-supervisor: Roberta Coletti)
- Ana Rita do Nascimento Baião (2022). Sparse and Interpretable Models for Drug Mechanism-of-Action Discovery. Master in Biomedical Engineering, Instituto Superior Técnico, Universidade de Lisboa (Supervisor: Susana Vinga; Co-supervisor: Emanuel Gonçalves)