Published in top venues including IJCAI 2025, ECAI 2024, ISWC 2023, KR 2023, BMC Bioinformatics
Key projects:
- CancerScan (2025–2028): EiC Pathfinder project on patient-specific tumor digital twins (WP Leader, Team Leader)
- KGELL (2025–2029): COST Action on integrating LLMs with Knowledge Graphs (Management Committee Member)
- TrustAI4Sci (2024–2025): Google & FCT-funded project on trustworthy AI explanations for scientific discovery
- KATY (2021–2025): H2020 project on AI-powered personalized cancer medicine (WP Co-leader, Team Leader)
Developed tools and ontologies:
- SPOc-KG: Semantic Knowledge Graph for Personalized Oncology
- KGsim-benchmark: Benchmark for Biomedical KG-based semantic similarity
- AML: Ontology matching system
- Epidemiology Ontology
Background
Associate Professor in Computer Science at the University of Lisbon, Researcher at LASIGE
Vice-Director of LASIGE and leads the Health and Biomedical Informatics Research Line
Multidisciplinary background in Biology and Computer Science
Leads the LiSeDa Lab, conducting research at the intersection of AI and Data Science
Focuses on AI for Science, integrating knowledge graphs with machine learning, and advancing explainable and trustworthy AI for life and health sciences
Research areas include Knowledge Graphs, Explainable AI, Neurosymbolic AI, and AI for Science
Former vice-president of Biodata.pt, promoting the valorization of Portuguese biological data
Actively promotes computer and data science careers for young women