Analysis and Design of a Cloud-Based Chronic Lung Health Management Platform

In this study, we develop a cloud computing-based health management platform for chronic obstructive pulmonary disease (COPD), utilizing IaaS, PaaS, and other tiered architectures to consolidate healthcare resources and implement comprehensive patient lifecycle management. Additionally, we incorporate microservices and containerization to improve flexibility and scalability. Construct a risk prediction model based on a Stacking integration strategy and integrate multiple algorithms to improve performance. Experiments show that the model indicators are better than a single algorithm, providing technical support and reference for COPD digital management and chronic disease platform design.