Related Experiment Video
Updated: Sep 17, 2025

Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function
Published on: April 12, 2024
Differentiating pulmonary embolism from contrast accumulation-induced beam hardening artifacts using dual-energy CT
Qingle Wang1,2,3, Heqing Wang4, Chong Lin4
1Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.
Background:
During computed tomography pulmonary angiography (CTPA) examination, contrast accumulation in the superior vena cava often generates beam hardening artifacts (BHAs), which can interfere with accurate diagnosis. This study aimed to investigate the diagnostic value of dual-energy computed tomography (DECT) quantitative parameters in differentiating pulmonary embolism (PE) from BHA.
Methods:
A total of 68 patients with PE who underwent DE-CTPA were retrospectively included. Quantitative parameters [slope of Hounsfield unit (HU) curves (Slope), CT values on virtual monoenergetic images (VMIs) ranging from 40 to 100 keV (HU40 keV-HU100 keV), normalized iodine concentration (NIC), and normalized effective atomic number (NEffZ)] on the BHA-induced low-density area of the right upper pulmonary artery (artifact), embolism, and the corresponding normal area of the left upper or right middle pulmonary artery (normal) were measured and calculated. The parameters among the three groups were compared, and the performances of the parameters in differentiating the three conditions were evaluated.
Results:
Quantitative parameters, including HU90 keV, HU100 keV, NIC, NeffZ, and Slope were all highest for normal arteries, followed by artifacts, and lowest for embolism (all P<0.05). To differentiate artifact and embolism, all parameters had areas under the curve (AUCs) higher than 0.80 (0.808-0.963), and HU100 keV had the highest AUC of 0.963. The multi-variables, combining HU100 keV, NIC, and NEffZ, had an AUC of 0.968, comparable to HU100 keV (P>0.05). Between normal and artifact, NIC showed the highest AUC (0.865), whereas multi-variables combining HU100 keV, NIC, and Slope improved the AUC to 0.937 and the model quality increased to 0.90 (P<0.05). For differentiation between normal and embolism, all parameters had AUCs higher than 0.80 (0.849-0.991); HU90 keV and HU100 keV showed the highest AUCs of 0.99 and 0.991, respectively. After a multivariable analysis combining HU90 keV, NIC, and Slope, the AUC was increased slightly to 0.995, which was comparable to that of HU90 keV and HU100 keV (P>0.05).
Conclusions:
Quantitative parameters derived from DECT could recognize BHA in the superior vena cava; therein, 90 keV and 100 keV VMIs and their HU measurements would be particularly valuable.
More Related Videos
08:05Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
09:49Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization
Published on: December 2, 2013
Related Concept Videos
Pulmonary Embolism II: Diagnostic Studies and Interprofessional Care
Imaging Studies for Cardiovascular System V: CT
Imaging Studies for Cardiovascular System III: X-Ray
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
Radiological Investigation III: Pulmonary Angiogram and PET Scan
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Imaging Studies for Cardiovascular System II:Types of Echocardiography
Types of Echocardiography
Transthoracic Echocardiography (TTE)
TTE is the most common type of echocardiogram which involves placing a transducer on the patient's chest, emitting sound waves to create heart images. TTE is invaluable for evaluating the heart's size, structure, and motion, making it particularly useful for...