IEEE Trans Med Imaging. 2020 Nov;39(11):3268-3277. doi: 10.1109/TMI.2019.2962623. Epub 2020 Oct 28.
A novel technique, called augmented whole-body scanning via magnifying PET (AWSM-PET), that improves the sensitivity and lesion detectability of a PET scanner for whole-body imaging is proposed and evaluated. A Siemens Biograph Vision PET/CT scanner equipped with one or two high-resolution panel-detectors was simulated to study the effectiveness of AWSM-PET technology. The detector panels are located immediately outside the scanner's axial field-of-view (FOV). A detector panel contains 2 ×8 detector modules each consisting of 32 ×64 LSO crystals ( 1.0 ×1.0 ×10.0 mm each). A Na point source was stepped across the scanner's FOV axially to measure sensitivity profiles at different locations. An elliptical torso phantom containing 7×9 spherical lesions was imaged at different axial locations to mimic a multi-bed-position whole-body imaging protocol. Receiver operating characteristic (ROC) curves were analyzed to evaluate the improvement in lesion detectability by the AWSM-PET technology. Experimental validation was conducted using an existing flat-panel detector integrated with a Siemens Biograph 40 PET/CT scanner to image a torso phantom containing spherical lesions with diameters ranging from 3.3 to 11.4 mm. The contrast-recovery-coefficient (CRC) of the lesions was evaluated for the scanner with or without the AWSM-PET technology. Monte Carlo simulation shows 36%-42% improvement in system sensitivity by a dual-panel AWSM-PET device. The area under the ROC curve is 0.962 by a native scanner for the detection of 4 mm diameter lesions with 5:1 tumor-to-background activity concentration. It was improved to 0.977 and 0.991 with a single- and dual-panel AWSM-PET system, respectively. Experimental studies showed that the average CRC of 3.3 mm and 4.3 mm diameter tumors were improved from 2.8% and 4.2% to 7.9% and 11.0%, respectively, by a single-panel AWSM-PET device. With a high-sensitivity dual-panel device, the corresponding CRC can be further improved to 11.0% and 15.9%, respectively. The principle of the AWSM-PET technology has been developed and validated. Enhanced system sensitivity, CRC and tumor detectability were demonstrated by Monte Carlo simulations and imaging experiments. This technology may offer a cost-effective path to realize high-resolution whole-body PET imaging clinically.
提出并评估了一种称为通过放大 PET 进行全身扫描的新型技术 (AWSM-PET),该技术可提高 PET 扫描仪进行全身成像的灵敏度和病灶检测能力。使用配备一个或两个高分辨率面板探测器的西门子 Biograph Vision PET/CT 扫描仪来研究 AWSM-PET 技术的有效性。探测器面板位于扫描仪的轴向视场 (FOV) 之外。探测器面板包含 2×8 个探测器模块,每个模块由 32×64 个 LSO 晶体组成(每个晶体为 1.0×1.0×10.0mm)。Na 点源沿扫描仪的 FOV 轴向移动,以测量不同位置的灵敏度分布。使用包含 7×9 个球形病灶的椭圆形躯干体模在不同轴向位置进行成像,以模拟多床位全身成像协议。使用接收器操作特性 (ROC) 曲线分析评估 AWSM-PET 技术对病灶检测能力的提高。使用现有的集成在西门子 Biograph 40 PET/CT 扫描仪上的平面探测器进行实验验证,对包含直径为 3.3 至 11.4mm 的球形病灶的躯干体模进行成像。评估了使用或不使用 AWSM-PET 技术的扫描仪的病灶对比恢复系数 (CRC)。蒙特卡罗模拟显示,使用双面板 AWSM-PET 设备可将系统灵敏度提高 36%-42%。对于使用 5:1 肿瘤与背景活动浓度检测 4mm 直径病灶的原始扫描仪,ROC 曲线下的面积为 0.962。使用单面板和双面板 AWSM-PET 系统,分别提高到 0.977 和 0.991。实验研究表明,使用单面板 AWSM-PET 设备,3.3mm 和 4.3mm 直径肿瘤的平均 CRC 分别从 2.8%和 4.2%提高到 7.9%和 11.0%。使用高灵敏度双面板设备,相应的 CRC 可以进一步提高到 11.0%和 15.9%。已经开发并验证了 AWSM-PET 技术的原理。通过蒙特卡罗模拟和成像实验证明了增强的系统灵敏度、CRC 和肿瘤检测能力。该技术可能为实现临床高分辨率全身 PET 成像提供一种具有成本效益的途径。