Non-inferior low-dose coronary computed tomography angiography image quality with knowledge-based iterative model reconstruction for overweight patients.
In Kyung ParkJeffrey Kihyun ParkTae Hoon KimJoohee LeeKyunghwa HanChisuk OhChul Hwan ParkPublished in: PloS one (2018)
We investigated the feasibility of low-dose coronary computed tomography angiography (CCTA), using a prospective electrocardiogram (ECG)-triggered axial scan protocol, knowledge-based iterative model reconstruction (IMR), and fixed tube current, in overweight subjects. Forty non-overweight (group A; body-mass index [BMI] < 25 kg/m2) and 40 overweight individuals (group B; BMI = 25-30 kg/m2), who underwent CCTA for coronary artery disease screening, were retrospectively and consecutively enrolled. A 64-slice CT scanner was used at 100-kVp tube voltage and 150-mA tube current, and images were reconstructed using IMR techniques. Image noise, attenuation at the aorta, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) at the proximal right and left main coronary arteries (pRCA and LMCA) were calculated. CCTA images were qualitatively evaluated using a four-point scale (1, poor; 4, excellent) and analyzed using a non-inferiority test with a pre-defined non-inferiority margin of -0.2. The mean CCTA radiation dose (Group A: 1.33 ± 0.02 mSv; Group B: 1.35 ± 0.10 mSv; p = 0.151) and mean aortic root CT attenuation values (Group A: 447.9 ± 81.6 HU; Group B: 439.5 ± 63.6 HU; p = 0.571) did not differ significantly between the two groups. The mean noise in groups A and B was 26.0 ± 4.8 HU and 29.2 ± 4.4 HU, respectively (p = 0.005). The noise reduction ratio in the groups, compared to filtered back projection, was 65.0% and 68.1%, respectively. The mean grade of image quality did not differ significantly (3.75 ± 0.04 vs. 3.71 ± 0.04, p = 0.478). Group B CCTA image quality was non-inferior (mean difference = -0.043, 95% CI = -0.162-0.077) to that of Group A. We concluded that low-dose CCTA with prospective ECG-triggering and IMR might be applied to overweight subjects, as well as to normal-weight subjects, by using a fixed tube current without an increase in tube current based on the patient's body size.
Keyphrases
- image quality
- weight gain
- low dose
- body mass index
- coronary artery disease
- computed tomography
- weight loss
- dual energy
- physical activity
- air pollution
- coronary artery
- deep learning
- high dose
- end stage renal disease
- healthcare
- pulmonary artery
- aortic valve
- ejection fraction
- cardiovascular events
- aortic stenosis
- magnetic resonance
- optical coherence tomography
- newly diagnosed
- percutaneous coronary intervention
- magnetic resonance imaging
- coronary artery bypass grafting
- peritoneal dialysis
- positron emission tomography
- left ventricular
- type diabetes
- convolutional neural network
- case report
- chronic kidney disease
- cardiovascular disease
- prognostic factors
- atrial fibrillation
- patient reported outcomes