2 papers
cs.AI2025
AI for pRedicting Exacerbations in KIDs with aSthma (AIRE-KIDS)
Hui-Lee Ooi, Nicholas Mitsakakis, Margerie Huet Dastarac +5
Recurrent exacerbations remain a common yet preventable outcome for many children with asthma. Machine learning (ML) algorithms using electronic medical records (EMR) could allow a…
cs.LG2025
Synthetic Data Generation for Augmenting Small Samples
Dan Liu, Samer El Kababji, Nicholas Mitsakakis +6
Small datasets are common in health research. However, the generalization performance of machine learning models is suboptimal when the training datasets are small. To address this…