We explore how data science and novel AI models can alleviate problems in domains like healthcare, life sciences, and news analytics. Our focus includes the extraction of named entities and relations from unstructured texts, multimodal learning on text, graph, and tabular data, Large Language Models (LLMs), biomedical data integration, healthcare recommender systems, and clinical decision-support systems.
Discovery Informatics Group
- IndustryEducation, Healthcare, Pharma & Biotech, Science & Research
- InstitutionMasaryk University
- Faculty / InstituteFaculty of Informatics
- Research typeApplied, Basic
- Research areaAgentic AI, Data Science, Generative AI, Human-AI Interaction, Interdisciplinary, Knowledge Representation & Symbolic Reasoning, Machine Learning, Multimodal AI, Natural Language Processing (NLP), Recommender Systems
Affiliated Research Center / Institute
health informatics, biomedical text mining, multimodal learning, clinical decision support systems, knowledge graphs, XAI, patient empowerment, AI in education
- ContactVít Nováček
- Emailnovacek@fi.muni.cz
- Websitehttps://discovery.fi.muni.cz/
- AddressBotanická 68a, 602 00 Brno