CT-based whole lung radiomics nomogram: a tool for identifying the risk of cardiovascular disease in patients with chronic obstructive pulmonary disease.
XiaoQing LinTaoHu ZhouJiong NiJie LiYu GuanXin'ang JiangXiuxiu ZhouYi XiaFangyi XuHongjie HuQian DongShiyuan LiuLi FanPublished in: European radiology (2024)
• To investigate the value of CT-based whole lung radiomics features in identifying the risk of cardiovascular disease in chronic obstructive pulmonary disease patients. • The radiomics nomogram showed better performance than the clinical factors model to identify the risk of cardiovascular disease in patients with chronic obstructive pulmonary disease. • The radiomics nomogram demonstrated excellent performance in the training, internal validation, and external validation cohort (AUC, 0.731; AUC, 0.727; AUC, 0.725).
Keyphrases
- lymph node metastasis
- cardiovascular disease
- contrast enhanced
- squamous cell carcinoma
- end stage renal disease
- computed tomography
- magnetic resonance imaging
- type diabetes
- image quality
- ejection fraction
- magnetic resonance
- chronic kidney disease
- newly diagnosed
- peritoneal dialysis
- cardiovascular risk factors
- cardiovascular events
- positron emission tomography
- prognostic factors
- coronary artery disease
- patient reported