4 papers
Managing Map Cardinality in Automatic Disease Classification Mapping: Balancing Precision, Recall and Coverage
Santosh Purja Pun, Oliver Obst, Jim Basilakis +1
Automatic mapping between disease classification systems, such as the International Classification of Diseases (ICD), is a challenging yet essential task for integrating health dat…
A Privacy-Preserving Machine Learning Framework for Edge Intelligence: An Empirical Analysis
Quoc Lap Trieu, Bahman Javadi, Jim Basilakis
As Edge Intelligence (EI) becomes increasingly prevalent in domains such as smart healthcare, manufacturing, and critical infrastructure, ensuring data privacy while maintaining sy…
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…
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…