Technical note: A proposal of a novel figure-of-merit defined from task-based detectability index in abdominal radiography

技术说明:一种基于任务的腹部放射成像可检测性指数定义的新型性能指标的提案

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Abstract

BACKGROUND: Figures of Merit (FOM) based on signal-difference-to-noise ratio (FOM(SDNR)) are commonly used to determine optimal technical parameters in digital radiography.However, this does not evaluate image quality for a specific clinical task nor account for spatial frequency response. PURPOSE: To evaluate a new FOM based on the detectability index (FOM(d')) using the International Atomic Energy Agency (IAEA) methodology. To compare the optimum parameters obtained from FOM(d') and FOM(SDNR) on an anthropomorphic test-object. METHODS: Several settings were evaluated involving six additional filtrations from none to 1 mm Cu, two tube voltages (80 and 110 kV), and four incident air kerma at the detector(1, 2, 3, 4µGy). FOM(d') and FOM(SDNR) were determined on a Clisis Exel DRF unit for the IAEA test-object. The maximum FOM values determined the optimum settings. They were used to image an anthropomorphic test-object modified with the presence of a lesion, either in homogeneous or heterogeneous backgrounds. Three radiologists scored the images with a 5-point Likert scale. A Mann-Whitney test was used to compare overall image scoring for both backgrounds. RESULTS: The highest FOM values were at: 80 kV, 2µGy, 1 mm Cu for FOM(SDNR) and 80 kV, 1µGy, and 0.3 mm Cu+2 mm Al for FOM(d'). Overall image scorings were statistically higher for FOM(d') with homogenous background: 4.6±0.5 vs 3.7±1.0 (p = 0.013) and statistically similar for FOMs with heterogeneous background: 3.5±1.3 vs 3.9±0.8 (p = 0.540). CONCLUSION: A novel FOM based on d' was introduced and compared with FOM(SDNR), giving better and similar results on homogeneous and heterogeneous backgrounds, respectively. Since the d' has the advantage of selecting a size-specific lesion for detection, the FOM(d') opens the perspective for task-based optimization in digital radiography using the IAEA methodology.

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