皮质发育不良
医学
迭代重建
工作流程
颞叶
癫痫
人工智能
计算机视觉
计算机科学
正规化(语言学)
图像质量
放射科
神经科学
皮质神经元
病变
磁共振成像
正电子发射断层摄影术
断层摄影术
癫痫外科
波瓣
脑磁图
核医学
功能(生物学)
模式识别(心理学)
神经影像学
医学物理学
作者
Erik H. Middlebrooks,Chen Lin,Robert A. Pooley,Matthew G. Spangler‐Bickell,Alexander C.W. Smith,Daniel Litwiller,Vishal Patel,Yu Cai,Vivek Gupta,Neetu Soni
摘要
Focal cortical dysplasia (FCD) is one of the most prevalent and difficult to detect structural etiologies of epilepsy. Recent advancements in MRI technology have enhanced detectability of FCD, yet many remain undiagnosed by MRI. FDG-PET may increase detection rates when utilized alongside MRI, yet PET continues to be underutilized beyond temporal lobe epilepsy, likely due to challenges in identifying subtle cortical lesions. Hybrid PET/MR systems present an opportunity to improve image quality and lesion detection, but benefits of hybrid PET/MR in epilepsy beyond workflow advantages are not well established. This feasibility study assesses the potential of a prototype MR-guided PET reconstruction that integrates event-by-event motion correction, enhanced point spread function modeling, regularization techniques, and MR-guided reconstruction algorithm. We demonstrate enhancements in cortical definition and increased conspicuity of FCD in FDG-PET. The combined reconstruction approach provides a distinct advantage for PET/MR, thereby helping to realize the full potential of hybrid PET/MR systems.
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