Experimental hybrid spectral CT with Cramér-Rao lower bound-optimized weighting for quantitative iodine imaging

成像体模 加权 质量保证 核医学 噪音(视频) 材料科学 仪表(计算机编程) 生物医学工程 扫描仪 断层摄影术 占空比 光谱成像 正电子发射断层摄影术 再现性 灌注扫描 计算机科学 准确度和精密度 重复性
作者
Olivia F. Sandvold,Roland Proksa,Amy E. Perkins,Heiner Daerr,Thomas Koehler,Tarun Jacob,Kevin M. Brown,Ewald Roessl,Peter B. Noël
出处
期刊:medRxiv
标识
DOI:10.64898/2026.08.06.26359804
摘要

Abstract Spectral computed tomography (CT) is a burgeoning quantitative imaging technique with applications in oncologic diagnostics, prognostic prediction, tissue perfusion studies, and treatment follow-up. While normalized iodine concentration values have been correlated with microenvironmental biophysical changes, obtaining accurate iodine concentrations, particularly at low concentrations remains difficult due to varying spectral CT instrumentation performance. Hybrid spectral CT systems, combining multiple spectral CT instrumentation techniques, address these quantitation insufficiencies by increasing spectral separation but have not been evaluated on a clinically analogous platform. We validate a hybrid spectral CT system, comprised of clinical-grade components, acquiring four distinct effective spectra and applying efficient noise-reducing weighting schemes to compare iodine noise and bias against conventional kVp-Switching (kVp-S). Two tube current levels (50, 350 mA) and three duty cycle ratios (33/67, 50/50, 75/25) were implemented to elucidate radiation dose exposure and kVp-S parameterization impact. A standard quality assurance (QA) and patient-derived, abdominal IodinePrint phantom were scanned on the system. The average absolute bias in iodine density images of the QA phantom was comparable across acquisition techniques, below 0.5 mg/mL, while quantitative noise improved by 22% using noise-optimized weighting schemes. In the IodinePrint phantom aorta and pancreas structures, the noise-optimized weighting scheme increased signal-to-noise ratio (SNR) by 1.3x compared to kVp-S alone. These results highlight the increased precision of hybrid, multi-channel spectral CT systems and motivate CT designs that enable robust CT biomarker development.

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