3 papers
cs.AI2026
Beyond the Basics: Leveraging Large Language Model for Fine-Grained Medical Entity Recognition
Nwe Ni Win, Jim Basilakis, Steven Thomas +6
Extracting clinically relevant information from unstructured medical narratives such as admission notes, discharge summaries, and emergency case histories remains a challenge in cl…
q-bio.QM2025
OMOP ETL Framework for Semi-Structured Health Data
Jacob Desmond, Ryan Wartmann, Chng Wei Lau +3
Healthcare data are generated in many different formats, which makes it difficult to integrate and reuse across institutions and studies. Standardisation is required to enable cons…
cs.CL2025
Classification of kinetic-related injury in hospital triage data using NLP
Midhun Shyam, Jim Basilakis, Kieran Luken +4
Triage notes, created at the start of a patient's hospital visit, contain a wealth of information that can help medical staff and researchers understand Emergency Department patien…