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肿瘤患者的快速全身FDG PET/MRI:贝叶斯惩罚似然PET重建与简化MRI相结合的效用

Rapid Whole-Body FDG PET/MRI in Oncology Patients: Utility of Combining Bayesian Penalised Likelihood PET Reconstruction and Abbreviated MRI.

作者信息

Inukai Junko Inoue, Nogami Munenobu, Tachibana Miho, Zeng Feibi, Nishitani Tatsuya, Kubo Kazuhiro, Murakami Takamichi

机构信息

Department of Radiology, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-cho, Chuo-ku, Kobe 650-0017, Hyogo, Japan.

Department of Radiology, Kobe University Hospital, 7-5-2, Kusunoki-cho, Chuo-ku, Kobe 650-0017, Hyogo, Japan.

出版信息

Diagnostics (Basel). 2023 May 26;13(11):1871. doi: 10.3390/diagnostics13111871.

Abstract

This study evaluated the diagnostic value of a rapid whole-body fluorodeoxyglucose (FDG) positron emission tomography (PET)/magnetic resonance imaging (MRI) approach, combining Bayesian penalised likelihood (BPL) PET with an optimised β value and abbreviated MRI (abb-MRI). The study compares the diagnostic performance of this approach with the standard PET/MRI that utilises ordered subsets expectation maximisation (OSEM) PET and standard MRI (std-MRI). The optimal β value was determined by evaluating the noise-equivalent count (NEC) phantom, background variability, contrast recovery, recovery coefficient, and visual scores (VS) for OSEM and BPL with β100-1000 at 2.5-, 1.5-, and 1.0-min scans, respectively. Clinical evaluations were conducted for , , liver signal-to-noise ratio (SNR), lesion maximum standardised uptake value, lesion signal-to-background ratio, lesion SNR, and VS in 49 patients. The diagnostic performance of BPL/abb-MRI was retrospectively assessed for lesion detection and differentiation in 156 patients using VS. The optimal β values were β600 for a 1.5-min scan and β700 for a 1.0-min scan. BPL/abb-MRI at these β values was equivalent to OSEM/std-MRI for a 2.5-min scan. By combining BPL with optimal β and abb-MRI, rapid whole-body PET/MRI could be achieved in ≤1.5 min per bed position, while maintaining comparable diagnostic performance to standard PET/MRI.

摘要

本研究评估了一种快速全身氟脱氧葡萄糖(FDG)正电子发射断层扫描(PET)/磁共振成像(MRI)方法的诊断价值,该方法将具有优化β值的贝叶斯惩罚似然(BPL)PET与简化MRI(abb-MRI)相结合。该研究将此方法的诊断性能与采用有序子集期望最大化(OSEM)PET和标准MRI(std-MRI)的标准PET/MRI进行了比较。通过分别在2.5分钟、1.5分钟和1.0分钟扫描时评估OSEM和BPL在β值为100 - 1000时的噪声等效计数(NEC)体模、背景变异性、对比度恢复、恢复系数和视觉评分(VS),确定了最佳β值。对49例患者进行了肝脏信噪比(SNR)、病变最大标准化摄取值、病变信号与背景比值、病变SNR和VS的临床评估。使用VS对156例患者的病变检测和鉴别进行回顾性评估BPL/abb-MRI的诊断性能。对于1.5分钟扫描,最佳β值为β600;对于1.0分钟扫描,最佳β值为β700。这些β值下的BPL/abb-MRI在2.5分钟扫描时与OSEM/std-MRI相当。通过将BPL与最佳β值和abb-MRI相结合,每个床位可在≤1.5分钟内完成快速全身PET/MRI检查,同时保持与标准PET/MRI相当的诊断性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2943/10252718/267cea99369e/diagnostics-13-01871-g001.jpg

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