Identifying Undiagnosed COPD Using Machine Learning-Based Classification

An ML-based classification model, exclusively using information available in primary care, could identify individuals with undiagnosed COPD. However, further development to increase model precision and external validation of the model is required to ensure generalizability before implementation in clinical settings.