SWAT4HCLS is the 16th edition of the Semantic Web Applications and Tools for Health Care and Life Sciences conference, organized from 24-27 February 2025, in Barcelona, Spain. This annual event brings together researchers, practitioners, and industry experts to explore advancements in semantic web technologies and their applications in health care and life sciences. The conference features presentations, workshops, and discussions aimed at fostering collaboration and innovation in these fields
SYNTHIA Partner, Núria Queralt Rosinach from Leiden University Medical Center (LUMC), will showcase the accepted SYNHTIA abstract as a poster, titled: Assessment of metadata descriptors of AI-ready datasets.
Focus of this scientific poster is to advance the use of Artificial Intelligence, including notably Machine Learning, for the understanding of diseases and conservation of biodiversity, it is important to promote FAIR AI-ready datasets. However, it is not clear how much AI-ready metadata is covered in well-known dataset repositories such as OpenML, Hugging Face or Kaggle. During the BioHackathon Europe 2024, the research team tackled this problem following a programmatic approach and applying Semantic Web technologies. In this scientific publication it is shown the preliminary results on the coverage of the implemented Croissant metadata format and discuss its implications in ML data management and future steps.
