成像体模
图像分辨率
计算机科学
生物医学工程
高分辨率
光学(聚焦)
白质
核医学
对比度(视觉)
迭代重建
计算机视觉
人工智能
高对比度
材料科学
医学影像学
正电子发射断层摄影术
医学物理学
图像对比度
临床前影像学
作者
Cynthia Lo,Ekaterina Shanina,Paul Gravel,Yifan Hu,Steven Lucero,Sean Martins,Tim Mulnix,Kathryn M. Fontaine,Seyed Faraz Nejati,Xishan Sun,Hongdi Li,Jinyi Qi,Simon R. Cherry,Richard E. Carson,Takuya Toyonaga
标识
DOI:10.1109/trpms.2025.3638588
摘要
Phantoms are essential for assessing PET system performance, but most existing brain phantoms do not provide the anatomical fidelity required for the next-generation high-resolution PET systems. To address this limitation, we developed HYDRA-OL (HYDrodynamically filled Realistic Anatomy of the Occipital Lobe) phantoms using high-resolution 3D printing based on the BigBrain atlas. In this study, two phantom types were created, HYDRA-OLG (gray matter only) and HYDRA-OLGW (gray and white matter), enabling contrast modulation between gray matter (GM) and white matter (WM). Precise anatomical fidelity and repositioning accuracy were confirmed via CT. A custom closed-loop filling apparatus ensured efficient and reproducible phantom preparation. Residual air in the phantom after 15 minutes was estimated to be less than 0.01% of the fillable space. To compare spatial resolution between scanners, the HYDRA-OLG phantom was imaged on four different PET systems (NeuroEXPLORER (NX), HRRT, Vision, and Focus220), with NX and Focus showing superior spatial resolution compared to the other two systems. To generate variable GM:WM contrast, list mode datasets obtained on the NX for both HYDRA-OLG and HYDRA-OLGW phantoms were down-sampled and merged to form one list mode data. Reconstructed images were successfully produced with GM:WM contrast ratio of 4:1, 2:1, and 4:3. Overall, the HYDRA phantom platform is a versatile tool for accurately representing human brain anatomy. It is likely to be more useful than previous phantoms for evaluating image resolution and optimizing reconstruction parameters for next-generation brain PET systems.
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