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本文引用的文献

1
Determining 3D Distributions of Pulsatile Blood Flow Using Orthogonal Simultaneous Biplane High-Speed Angiography (SB-HSA) with 1000 fps CdTe Photon Counting Detectors for 3D X-ray Particle Image Velocimetry (3D-XPIV) compared to Results Using Computational Fluid Dynamics (CFD).与使用计算流体动力学(CFD)的结果相比,利用具有1000帧每秒碲化镉(CdTe)光子计数探测器的正交同步双平面高速血管造影术(SB-HSA)进行三维X射线粒子图像测速技术(3D-XPIV)来确定脉动血流的三维分布。
Proc SPIE Int Soc Opt Eng. 2023 Feb;12468. doi: 10.1117/12.2653617. Epub 2023 Apr 10.
2
Comparison of pulsatile flow dynamics before and after endovascular intervention in 3D-printed patient-specific internal carotid artery aneurysm models using 1000 fps photon-counting detectors for Simultaneous Biplane High Speed Angiography (SB-HSA).使用1000帧/秒光子计数探测器进行双平面同步高速血管造影(SB-HSA),对3D打印的患者特异性颈内动脉瘤模型进行血管内介入前后的搏动血流动力学比较。
Proc SPIE Int Soc Opt Eng. 2023 Feb;12468. doi: 10.1117/12.2653622. Epub 2023 Apr 10.
3
Use of 1000fps High Speed X-ray Angiography (HSAngio) to quantify differences in flow diversion effects of three stents with different coverage densities in a cerebral aneurysm invitro model.使用1000帧/秒的高速X射线血管造影术(HSAngio)来量化在脑动脉瘤体外模型中三种不同覆盖密度支架的血流导向效果差异。
Proc SPIE Int Soc Opt Eng. 2022 Feb-Mar;12031. doi: 10.1117/12.2611754. Epub 2022 Apr 4.
4
2021 ACC/AHA/SCAI Guideline for Coronary Artery Revascularization: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines.2021年美国心脏病学会/美国心脏协会/心血管造影和介入学会冠状动脉血运重建指南:美国心脏病学会/美国心脏协会临床实践指南联合委员会报告
Circulation. 2022 Jan 18;145(3):e18-e114. doi: 10.1161/CIR.0000000000001038. Epub 2021 Dec 9.
5
Evaluation of methods to derive blood flow velocity from 1000 fps high-speed angiographic sequences (HSA) using optical flow (OF) and computational fluid dynamics (CFD).评估使用光流(OF)和计算流体动力学(CFD)从1000帧/秒的高速血管造影序列(HSA)中得出血流速度的方法。
Proc SPIE Int Soc Opt Eng. 2021 Feb;11595. doi: 10.1117/12.2580881. Epub 2021 Feb 15.
6
Long short-term memory.长短期记忆
Neural Comput. 1997 Nov 15;9(8):1735-80. doi: 10.1162/neco.1997.9.8.1735.

在猪动物模型中首次进行1000帧/秒高速冠状动脉造影(HSCA)的体内演示。

First In-Vivo demonstration of 1000fps High Speed Coronary Angiography (HSCA) in a swine animal model.

作者信息

Nagesh S V Setlur, Vanderbilt E, Koenigsknecht C, Pionessa D, Chivukula V K, Ionita C N, Zlotnick David M, Bednarek D R, Rudin S

机构信息

Canon Stroke and Vascular Research Center, University at Buffalo.

出版信息

Proc SPIE Int Soc Opt Eng. 2024 Feb;12930. doi: 10.1117/12.3006858. Epub 2024 Apr 2.

DOI:10.1117/12.3006858
PMID:39434849
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11492795/
Abstract

High-speed-angiography (HSA) 1000 fps imaging was successfully used previously to visualize contrast media/blood flow in neurovascular anatomies. In this work we explore its usage in cardiovascular anatomies in a swine animal model. A 5 French catheter was guided into the right coronary artery of a swine, followed by the injection of iodine contrast through a computer-controlled injector at a controlled rate of 40 (ml/min). The injection process was captured using high-speed angiography at a rate of 1000 fps. The noise in the images was reduced using a custom built machine-learning model consisting of Long Short-term memory networks. From the noise reduced images, velocity profiles of contrast/blood flow through the artery was calculated using Horn-Schunck optical flow (OF) method. From the high-speed coronary angiography (HSCA) images, the bolus of contrast could be visually tracked with ease as it traversed from the catheter tip through the artery. The imaging technique's high temporal resolution effectively minimized motion artifacts resulting from the heart's activity. The OF results of the contrast injection show velocities in the artery ranging from 20 - 40 cm/s. The results demonstrate the potential of 1000 fps HSCA in cardiovascular imaging. The combined high spatial and temporal resolution offered by this technique allows for the derivation of velocity profiles throughout the artery's structure, including regions distal and proximal to stenoses. This information can potentially be used to determine the need for stenoses treatment. Further investigations are warranted to expand our understanding of the applications of HSCA in cardiovascular research and clinical practice.

摘要

高速血管造影(HSA)1000帧/秒成像此前已成功用于可视化神经血管解剖结构中的造影剂/血流。在这项工作中,我们在猪动物模型中探索其在心血管解剖结构中的应用。将一根5法国导管插入猪的右冠状动脉,然后通过计算机控制的注射器以40(毫升/分钟)的控制速率注入碘造影剂。使用1000帧/秒的高速血管造影捕获注射过程。使用由长短期记忆网络组成的定制机器学习模型降低图像中的噪声。从降噪后的图像中,使用Horn-Schunck光流(OF)方法计算通过动脉的造影剂/血流的速度剖面。从高速冠状动脉造影(HSCA)图像中,可以轻松地目视跟踪造影剂团块从导管尖端穿过动脉的过程。该成像技术的高时间分辨率有效地最小化了心脏活动产生的运动伪影。造影剂注射的OF结果显示动脉中的速度范围为20 - 40厘米/秒。结果证明了1000帧/秒HSCA在心血管成像中的潜力。该技术提供的高空间和时间分辨率相结合,能够推导整个动脉结构的速度剖面,包括狭窄远端和近端区域。这些信息可能用于确定是否需要治疗狭窄。有必要进行进一步的研究,以扩大我们对HSCA在心血管研究和临床实践中应用的理解。