Real-Time High-Resolution MRI Endoscopy at up to 10 Frames per Second.

IF 5 Q1 ENGINEERING, BIOMEDICAL BME frontiers Pub Date : 2021-02-17 eCollection Date: 2021-01-01 DOI:10.34133/2021/6185616
Xiaoyang Liu, Parag Karmarkar, Dirk Voit, Jens Frahm, Clifford R Weiss, Dara L Kraitchman, Paul A Bottomley
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引用次数: 2

Abstract

Objective. Atherosclerosis is a leading cause of mortality and morbidity. Optical endoscopy, ultrasound, and X-ray offer minimally invasive imaging assessments but have limited sensitivity for characterizing disease and therapeutic response. Magnetic resonance imaging (MRI) endoscopy is a newer idea employing tiny catheter-mounted detectors connected to the MRI scanner. It can see through vessel walls and provide soft-tissue sensitivity, but its slow imaging speed limits practical applications. Our goal is high-resolution MRI endoscopy with real-time imaging speeds comparable to existing modalities. Methods. Intravascular (3 mm) transmit-receive MRI endoscopes were fabricated for highly undersampled radial-projection MRI in a clinical 3-tesla MRI scanner. Iterative nonlinear reconstruction was accelerated using graphics processor units connected via a single ethernet cable to achieve true real-time endoscopy visualization at the scanner. MRI endoscopy was performed at 6-10 frames/sec and 200-300 μm resolution in human arterial specimens and porcine vessels ex vivo and in vivo and compared with fully sampled 0.3 frames/sec and three-dimensional reference scans using mutual information (MI) and structural similarity (3-SSIM) indices. Results. High-speed MRI endoscopy at 6-10 frames/sec was consistent with fully sampled MRI endoscopy and histology, with feasibility demonstrated in vivo in a large animal model. A 20-30-fold speed-up vs. 0.3 frames/sec reference scans came at a cost of ~7% in MI and ~45% in 3-SSIM, with reduced motion sensitivity. Conclusion. High-resolution MRI endoscopy can now be performed at frame rates comparable to those of X-ray and optical endoscopy and could provide an alternative to existing modalities, with MRI's advantages of soft-tissue sensitivity and lack of ionizing radiation.

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高达每秒10帧的实时高分辨率MRI内窥镜。
客观的动脉粥样硬化是导致死亡和发病的主要原因。光学内窥镜、超声和X射线提供了微创成像评估,但在表征疾病和治疗反应方面的敏感性有限。磁共振成像(MRI)内窥镜检查是一种新的想法,使用连接到MRI扫描仪的微小导管安装探测器。它可以穿透血管壁并提供软组织敏感性,但其缓慢的成像速度限制了实际应用。我们的目标是高分辨率MRI内窥镜检查,实时成像速度与现有模式相当。方法。血管内(3 mm)发射-接收MRI内窥镜,用于临床3-tesla MRI扫描仪中高度欠采样的径向投影MRI。使用通过单根以太网电缆连接的图形处理器单元加速迭代非线性重建,以在扫描仪上实现真正的实时内窥镜检查可视化。MRI内窥镜检查以6-10帧/秒和200-300帧/秒的速度进行 μm分辨率,并与完全采样的0.3帧/秒和使用互信息(MI)和结构相似性(3-SSIM)指数的三维参考扫描进行比较。后果6-10帧/秒的高速MRI内窥镜检查与完全采样的MRI内窥镜检查和组织学一致,在大型动物模型中在体内证明了其可行性。与0.3帧/秒的参考扫描相比,MI的速度提高了20-30倍,3-SSIM的速度提高约7%,运动灵敏度降低约45%。结论高分辨率MRI内窥镜现在可以以与X射线和光学内窥镜相当的帧速率进行,并且可以提供现有模式的替代方案,具有MRI对软组织敏感和缺乏电离辐射的优点。
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16 weeks
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