Machine learning approaches to predict asthma exacerbations: a narrative review

Narrative review of AI/ML methods for predicting asthma exacerbations, synthesizing the role of biomarkers, pulmonary function, comorbidities, and environmental factors, and the data infrastructure required to deploy these models in practice.