Construction and validation of a risk prediction model for osteoporosis in COPD patients based on explainable machine learning.
To develop a machine learning (ML)-based predictive model for identifying high-risk populations of osteoporosis among patients with chronic obstructive pulmonary disease (COPD), thereby facilitating early detection and personalized management. Using data from patients diagnosed…