3 papers
cs.AI2025
Ontology Creation and Management Tools: the Case of Anatomical Connectivity
Natallia Kokash, Bernard de Bono, Tom Gillespie
We are developing infrastructure to support researchers in mapping data related to the peripheral nervous system and other physiological systems, with an emphasis on their relevanc…
cs.LG2025
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare
Natallia Kokash, Lei Wang, Thomas H. Gillespie +5
The rise of electronic health records (EHRs) has unlocked new opportunities for medical research, but privacy regulations and data heterogeneity remain key barriers to large-scale…
cs.DL2024
Wikipedia Citations: Reproducible Citation Extraction from Multilingual Wikipedia
Natallia Kokash, Giovanni Colavizza
Wikipedia is an essential component of the open science ecosystem, yet it is poorly integrated with academic open science initiatives. Wikipedia Citations is a project that focuses…