ArticleInvestigative radiology2022
Dual-Contrast Biphasic Liver Imaging With Iodine and Gadolinium Using Photon-Counting Detector Computed Tomography: An Exploratory Animal Study.
Article in Investigative radiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 49 citations in OpenAlex.
- MRI-Derived Evaluation of Liver Function and Its Extension to K-Edge Photon-Counting CT: Focus on Gadolinium-Based Functional Biliary Imaging.Diagnostics (Basel, Switzerland) · 2026Review
- K-Edge imaging using a clinical dual-source photon-counting CT system.Journal of applied clinical medical physics · 2026Article
- An in silico evaluation of signal and separability properties of k-edge materials in spectral CT.Scientific reports · 2026Article
- Multicontrast Multiphase Intestinal Imaging Using Photon-Counting CT: A Feasibility Study in Rats.Investigative radiology · 2025Article
- Technical performance of dual-contrast-agent K-edge imaging with four energy thresholds on a commercial photon counting detector CT.Medical physics · 2025Article
- CT material decomposition with contrast agents: Single or multiple spectral photon-counting CT scans? A simulation study.Medical physics · 2025Article
- Beam hardening of K-edge contrast agents: a phantom study comparing clinical energy-integrating detector and photon-counting detector CT systems.European radiology experimental · 2025Article
- Role of photon-counting computed tomography in pediatric cardiovascular imaging.World journal of clinical pediatrics · 2025Review
- Impact of image formation factors on material discrimination in spectral CT.Physics in medicine and biology · 2024Article
- Photon-counting in dual-contrast-enhanced computed tomography: a proof-of-concept quantitative biomechanical assessment of articular cartilage.Scientific reports · 2024Article
- Low-contrast detectability of photon-counting-detector CT at different scan modes and image types in comparison with energy-integrating-detector CT.Journal of medical imaging (Bellingham, Wash.) · 2024Article
- Gadolinium-based coronary CT angiography on a clinical photon-counting-detector system: a dynamic circulating phantom study.European radiology experimental · 2024Article
- High-Resolution Head CTA: A Prospective Patient Study Comparing Image Quality of Photon-Counting Detector CT and Energy-Integrating Detector CT.AJNR. American journal of neuroradiology · 2024Article
- In Regards to Baubeta et al. JACMP 25(4), e14324.Journal of applied clinical medical physics · 2024Article
- Spectral computed tomography angiography using a gadolinium-based contrast agent for imaging of pathologies of the aorta.The international journal of cardiovascular imaging · 2024Article
- No gadolinium K-edge detected on the first clinical photon-counting computed tomography scanner.Journal of applied clinical medical physics · 2024Article
- Clinical applications of photon counting detector CT.European radiology · 2023Review
- Medical Radiology: Current Progress.Diagnostics (Basel, Switzerland) · 2023Review
- [New contrast agents for photon-counting computed tomography].Radiologie (Heidelberg, Germany) · 2023Review
- Photon-counting detector CT: early clinical experience review.The British journal of radiology · 2023Review
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
purposeThe aims of this study were to develop a single-scan dual-contrast protocol for biphasic liver imaging with 2 intravenous contrast agents (iodine and gadolinium) and to evaluate its effectiveness in an exploratory swine study using a photon-counting detector computed tomography (PCD-CT) system. MATERIALS AND
methodsA dual-contrast CT protocol was developed for PCD-CT to simultaneously acquire 2 phases of liver contrast enhancement, with the late arterial phase enhanced by 1 contrast agent (iodine-based) and the portal venous phase enhanced by the other (gadolinium-based). A gadolinium contrast bolus (gadobutrol: 64 mL, 8 mL/s) and an iodine contrast bolus (iohexol: 40 mL, 5 mL/s) were intravenously injected in the femoral vein of a healthy domestic swine, with the second injection initiated after 17 seconds from the beginning of the first injection; PCD-CT image acquisition was performed 12 seconds after the beginning of the iodine contrast injection. A convolutional neural network (CNN)-based denoising technique was applied to PCD-CT images to overcome the inherent noise magnification issue in iodine/gadolinium decomposition task. Iodine and gadolinium material maps were generated using a 3-material decomposition method in image space. A set of contrast samples (mixed iodine and gadolinium) was attached to the swine belly; quantitative accuracy of material decomposition in these inserts between measured and true concentrations was calculated using root mean square error. An abdominal radiologist qualitatively evaluated the delineation of arterial and venous vasculatures in the swine liver using iodine and gadolinium maps obtained using the dual-contrast PCD-CT protocol.
resultsThe iodine and gadolinium samples attached to the swine were quantified with root mean square error values of 0.75 mg/mL for iodine and 0.45 mg/mL for gadolinium from the contrast material maps derived from the denoised PCD-CT images. Hepatic arteries containing iodine and veins containing gadolinium in the swine liver could be clearly visualized. Compared with the original images, better distinctions between 2 liver phases were achieved using CNN denoising, with approximately 60% to 80% noise reduction in contrast material maps acquired with the denoised PCD-CT images compared with the original images.
conclusionsSimultaneous biphasic liver imaging in a single multienergy PCD-CT acquisition using a dual-contrast (iodine and gadolinium) injection protocol and CNN denoising was demonstrated in a swine study, where the enhanced hepatic arteries (containing iodine) and the enhanced hepatic veins (containing gadolinium) could be clearly visualized and delineated in the swine liver.
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