Radiomics is a rapidly developing field of research focused on the extraction of quantitative
features from medical images, thus converting these digital images into minable, high …

Artificial intelligence (AI) has increasingly been serving the field of radiology over the last 50
years. As modern medicine is evolving towards precision medicine, offering personalized …

Quantitative computed tomography is being increasingly used to quantify the features of
chronic obstructive pulmonary disease, specifically emphysema, air trapping, and airway …

Lung densitometry assesses with computed tomography (CT) the X-ray attenuation of the
pulmonary tissue which reflects both the degree of inflation and the structural lung …

Rationale and Objectives The longitudinal relationship between regional air trapping and
emphysema remains unexplored. We have sought to demonstrate the utility of parametric …

Rationale: Emphysema occurs in distinct pathologic patterns, but little is known about the
epidemiologic associations of these patterns. Standard quantitative measures of …

Background Fixed airflow limitation and ventilation heterogeneity are common in chronic
obstructive pulmonary disease (COPD). Conventional noncontrast CT provides airway and …

Medical imaging plays a key role in evaluating and monitoring lung diseases such as
chronic obstructive pulmonary disease (COPD) and lung cancer. The application of artificial …

Background Chronic obstructive pulmonary disease (COPD) is associated with significant
morbidity and mortality. To improve the health status and reduce symptom burden, it is …

OBJECTIVE. The purpose of this study is to establish whether texture analysis and
densitometry are complementary quantitative measures of chronic obstructive pulmonary …