ARTERIAL PRESSURE LOSS FROM VASCULAR VECTOR FLOW MAPPING WITH CONVENTIONAL COLOR DOPPLER

被引:0
|
作者
Choupani, Samaneh [1 ,2 ]
Varray, Francois [1 ]
Gilles, Bruno [2 ]
Bera, Jean-Christophe [2 ]
Garcia, Damien [1 ]
机构
[1] CNRS, CREATIS, Inserm, UMR 5220,U1294, Lyon, France
[2] Inserm, LabTau, U1032, Lyon, France
来源
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI | 2023年
关键词
Arterial stenosis; Pressure loss; Color Doppler; Vector flow imaging; Constrained optimization; ULTRASOUND;
D O I
10.1109/ISBI53787.2023.10230728
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the presence of a significant arterial stenosis, i.e. a constriction of the arterial lumen, a loss of pressure appears due to the turbulent mixing in the divergent region of the flow. We propose a non-invasive approach, by vascular color Doppler ultrasound, for the measurement of stenotic pressure loss. To this end, we retrieve 1) the transtenotic velocity vector field from conventional color Doppler data, using a constrained optimization method. We then estimate 2) the relative pressure field by combining the Bernoulli and Navier-Stokes equations. To validate this strategy, we developed an in silico pipeline including both fluid dynamics (CFD) and ultrasound imaging (SIMUS software) simulations. As a preliminary test, an in vitro acquisition (color Doppler vs. pressure wire) demonstrated the experimental feasibility of our new method. Our proof-of-concept results tend to demonstrate that it is possible to estimate the pressure losses in arterial stenoses by color Doppler ultrasound.
引用
收藏
页数:5
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