Virtual monoenergetic images from dual-energy CT: systematic assessment of task-based image quality performance
| Autor: | Matthias Eberhard, André Euler, Davide Cester, Hatem Alkadhi |
|---|---|
| Přispěvatelé: | University of Zurich, Euler, André |
| Rok vydání: | 2022 |
| Předmět: |
business.industry
Computer science Image quality 10042 Clinic for Diagnostic and Interventional Radiology 2741 Radiology Nuclear Medicine and Imaging Original Article Radiology Nuclear Medicine and imaging Computer vision 610 Medicine & health Artificial intelligence Dual energy ct business Task (project management) |
| Zdroj: | Quant Imaging Med Surg |
| DOI: | 10.5167/uzh-211844 |
| Popis: | BACKGROUND: To compare task-based image quality (TB-IQ) among virtual monoenergetic images (VMI) and linear-blended images (LBI) from dual-energy CT as a function of contrast task, radiation dose, size, and lesion diameter. METHODS: A TB-IQ phantom (Mercury Phantom 4.0, Sun Nuclear Corporation) was imaged on a third-generation dual-source dual-energy CT with 100/Sn150 kVp at three volume CT dose levels (5, 10, 15 mGy). Three size sections (diameters 16, 26, 36 cm) with subsections for image noise and spatial resolution analysis were used. High-contrast tasks (e.g., calcium-containing stone and vascular lesion) were emulated using bone and iodine inserts. A low-contrast task (e.g., low-contrast lesion or hematoma) was emulated using a polystyrene insert. VMI at 40–190 keV and LBI were reconstructed. Noise power spectrum (NPS) determined the noise magnitude and texture. Spatial resolution was assessed using the task-transfer function (TTF) of the three inserts. The detectability index (d’) served as TB-IQ metric. RESULTS: Noise magnitude increased with increasing phantom size, decreasing dose, and decreasing VMI-energy. Overall, noise magnitude was higher for VMI at 40–60 keV compared to LBI (range of noise increase, 3–124%). Blotchier noise texture was found for low and high VMIs (40–60 keV, 130–190 keV) compared to LBI. No difference in spatial resolution was observed for high contrast tasks. d’ increased with increasing dose level or lesion diameter and decreasing size. For high-contrast tasks, d’ was higher at 40–80 keV and lower at high VMIs. For the low-contrast task, d’ was higher for VMI at 70–90 keV and lower at 40–60 keV. CONCLUSIONS: Task-based image quality differed among VMI-energy and LBI dependent on the contrast task, dose level, phantom size, and lesion diameter. Image quality could be optimized by tailoring VMI-energy to the contrast task. Considering the clinical relevance of iodine, VMIs at 50–60 keV could be proposed as an alternative to LBI. |
| Databáze: | OpenAIRE |
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