ArticleIEEE transactions on medical imaging2020
Adaptive Pulse Wave Imaging: Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo.
Article in IEEE transactions on medical imaging, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed, 27 citations in OpenAlex.
- Exploring the application of various condenser microphones for wrist pulse measurement using machine learning models.Physical and engineering sciences in medicine · 2026Article
- Unsupervised deep learning-based displacement estimation for vascular elasticity imaging applications.Physics in medicine and biology · 2023Article
- Pulse wave and vector flow Imaging for atherosclerotic disease progression in hypercholesterolemic swine.Scientific reports · 2023Article
- Adaptive Wall Shear Stress Imaging in Phantoms, Simulations and In Vivo.IEEE transactions on bio-medical engineering · 2023Article
- Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model.Physiological measurement · 2021Article
- Feasibility of Bilinear Mechanical Characterization of the Abdominal Aorta in a Hypertensive Mouse Model.Ultrasound in medicine & biology · 2021Article
- Pulse Wave Imaging Coupled With Vector Flow Mapping: A Phantom, Simulation, and In Vivo Study.IEEE transactions on ultrasonics, ferroelectrics, and frequency control · 2021Article
- Evaluation of Plaque Characteristics and Inflammation Using Magnetic Resonance Imaging.Biomedicines · 2021Review
- Arterial wall mechanical inhomogeneity detection and atherosclerotic plaque characterization using high frame rate pulse wave imaging in carotid artery disease patients in vivo.Physics in medicine and biology · 2020Article
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Authors and funding
5 authors at 2 institutions in 1 country.
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Abstract
Imaging arterial mechanical properties may improve vascular disease diagnosis. Pulse wave velocity (PWV) is a marker of arterial stiffness linked to cardio-vascular mortality. Pulse wave imaging (PWI) is a technique for imaging the pulse wave propagation at high spatial and temporal resolution. In this paper, we introduce adaptive PWI, a technique for the automated partition of heterogeneous arteries into individual segments characterized by most homogeneous pulse wave propagation, allowing for more robust PWV estimation. This technique was validated in a silicone phantom with a soft-stiff interface. The mean detection error of the interface was 4.67 ± 0.73 mm and 3.64 ± 0.14 mm in the stiff-to-soft and soft-to-stiff pulse wave transmission direction, respectively. This technique was tested in monitoring the progression of atherosclerosis in mouse aortas in vivo ( n = 11 ). The PWV was found to already increase at the early stage of 10 weeks of high-fat diet (3.17 ± 0.67 m/sec compared to baseline 2.55 ± 0.47 m/sec, ) and further increase after 20 weeks of high-fat diet (3.76±1.20 m/sec). The number of detected segments of the imaged aortas monotonically increased with the duration of high-fat diet indicating an increase in arterial wall property inhomogeneity. The performance of adaptive PWI was also tested in aneurysmal mouse aortas in vivo. Aneurysmal boundaries were detected with a mean error of 0.68±0.44 mm. Finally, initial feasibility was shown in the carotid arteries of healthy and atherosclerotic human subjects in vivo ( n = 3 each). Consequently, adaptive PWI was successful in detecting stiffness inhomogeneity at its early onset and monitoring atherosclerosis progression in vivo.
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