A Fourier-Based Approach to the Angiographic Assessment of Flow Diverter Efficacy in the Treatment of Cerebral Aneurysms

被引:4
作者
Benz, Tobias [1 ]
Kowarschik, Markus [1 ,2 ]
Endres, Juergen [3 ]
Redel, Thomas [2 ]
Demirci, Stefanie [1 ]
Navab, Nassir [1 ]
机构
[1] Tech Univ Munich, Dept Comp Sci, Chair Comp Aided Med Procedures, D-80333 Munich, Germany
[2] Siemens AG, Angiog & Intervent Xray Syst, Healthcare Sector, D-91301 Forchheim, Germany
[3] Univ Erlangen Nurnberg, Dept Comp Sci, Pattern Recognit Lab, D-91054 Erlangen, Germany
关键词
Cerebral aneurysm; digital subtraction angiography; flow diversion; frequency analysis; power spectrum; ASYMMETRIC VASCULAR STENT; DIGITAL-SUBTRACTION; FLUID-FLOW; CONTRAST; MODELS;
D O I
10.1109/TMI.2014.2320602
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Flow diversion is an emerging endovascular treatment option for cerebral aneurysms. Quantitative assessment of hemodynamic changes induced by flow diversion can aid clinical decision making in the treatment of cerebral aneurysms. In this article, besides summarizing past key research efforts, we propose a novel metric for the angiographic assessment of flow diverter deployments in the treatment of cerebral aneurysms. By analyzing the frequency spectra of signals derived from digital subtraction angiography (DSA) series, the metric aims to quantify the prevalence of frequency components that correspond to the patient-specific heart rate. Indicating the decoupling of aneurysms from healthy blood circulation, our proposed metric could advance clinical guidelines for treatment success prediction. The very promising results of a retrospective feasibility study on 26 DSA series warrant future efforts to study the validity of the proposed metric within a clinical setting.
引用
收藏
页码:1788 / 1802
页数:15
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