The Identification and Severity Staging of Chronic Obstructive Pulmonary Disease Using Quantitative CT Parameters, Radiomics Features, and Deep Learning Features

This biphasic CT-based multimodal approach integrating QCT, radiomics, or DL features offers a clinically valuable tool for COPD identification and severity staging.