Literature DB >> 31265387

Adaptive Pulse Wave Imaging: Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo.

Iason Z Apostolakis, Grigorios M Karageorgos, Pierre Nauleau, Sacha D Nandlall, Elisa E Konofagou.   

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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Year:  2019        PMID: 31265387      PMCID: PMC6938555          DOI: 10.1109/TMI.2019.2926141

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  51 in total

1.  Assessing the Stability of Aortic Aneurysms with Pulse Wave Imaging.

Authors:  Sacha D Nandlall; Elisa E Konofagou
Journal:  Radiology       Date:  2016-06-08       Impact factor: 11.105

2.  Shear wave elastography plaque characterization with mechanical testing validation: a phantom study.

Authors:  E Widman; E Maksuti; D Larsson; M W Urban; A Bjällmark; M Larsson
Journal:  Phys Med Biol       Date:  2015-03-24       Impact factor: 3.609

3.  Association between arterial stiffness and atherosclerosis: the Rotterdam Study.

Authors:  N M van Popele; D E Grobbee; M L Bots; R Asmar; J Topouchian; R S Reneman; A P Hoeks; D A van der Kuip ; A Hofman; J C Witteman
Journal:  Stroke       Date:  2001-02       Impact factor: 7.914

4.  Comparison of Different Pulse Waveforms for Local Pulse Wave Velocity Measurement in Healthy and Hypertensive Common Carotid Arteries in Vivo.

Authors:  Chengwu Huang; Yuan Su; Hong Zhang; Lin-Xue Qian; Jianwen Luo
Journal:  Ultrasound Med Biol       Date:  2016-02-26       Impact factor: 2.998

Review 5.  Abdominal aortic aneurysm.

Authors:  N Sakalihasan; R Limet; O D Defawe
Journal:  Lancet       Date:  2005 Apr 30-May 6       Impact factor: 79.321

6.  Stochastic precision analysis of 2D cardiac strain estimation in vivo.

Authors:  E A Bunting; J Provost; E E Konofagou
Journal:  Phys Med Biol       Date:  2014-10-21       Impact factor: 3.609

7.  Anatomic correlates of aortic pulse wave velocity and carotid artery elasticity during atherosclerosis progression and regression in monkeys.

Authors:  D J Farrar; M G Bond; W A Riley; J K Sawyer
Journal:  Circulation       Date:  1991-05       Impact factor: 29.690

8.  Abdominal aortic aneurysm follow-up by shear wave elasticity imaging after endovascular repair in a canine model.

Authors:  Antony Bertrand-Grenier; Sophie Lerouge; An Tang; Eli Salloum; Eric Therasse; Claude Kauffmann; Hélène Héon; Igor Salazkin; Guy Cloutier; Gilles Soulez
Journal:  Eur Radiol       Date:  2016-08-29       Impact factor: 5.315

9.  Prediction of mechanical properties of human atherosclerotic tissue by high-frequency intravascular ultrasound imaging. An in vitro study.

Authors:  R T Lee; S G Richardson; H M Loree; A J Grodzinsky; S A Gharib; F J Schoen; N Pandian
Journal:  Arterioscler Thromb       Date:  1992-01

10.  Noninvasive vascular elastography: toward a complementary characterization tool of atherosclerosis in carotid arteries.

Authors:  Cédric Schmitt; Gilles Soulez; Roch L Maurice; Marie-France Giroux; Guy Cloutier
Journal:  Ultrasound Med Biol       Date:  2007-08-15       Impact factor: 2.998

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  5 in total

1.  Deep Learning for Carotid Plaque Segmentation using a Dilated U-Net Architecture.

Authors:  Nirvedh H Meshram; Carol C Mitchell; Stephanie Wilbrand; Robert J Dempsey; Tomy Varghese
Journal:  Ultrason Imaging       Date:  2020 Jul-Sep       Impact factor: 1.578

2.  Arterial wall mechanical inhomogeneity detection and atherosclerotic plaque characterization using high frame rate pulse wave imaging in carotid artery disease patients in vivo.

Authors:  Grigorios M Karageorgos; Iason Z Apostolakis; Pierre Nauleau; Vittorio Gatti; Rachel Weber; E Sander Connolly; Eliza C Miller; Elisa E Konofagou
Journal:  Phys Med Biol       Date:  2020-01-17       Impact factor: 3.609

3.  Feasibility of longitudinal monitoring of atherosclerosis with pulse wave imaging in a swine model.

Authors:  Paul Kemper; Pierre Nauleau; Grigorios Karageorgos; Rachel Weber; Nancy Kwon; Matthias Szabolcs; Elisa Konofagou
Journal:  Physiol Meas       Date:  2021-12-28       Impact factor: 2.833

4.  Feasibility of Bilinear Mechanical Characterization of the Abdominal Aorta in a Hypertensive Mouse Model.

Authors:  Paul P N Kemper; Salah Mahmoudi; Iason Zacharias Apostolakis; Elisa E Konofagou
Journal:  Ultrasound Med Biol       Date:  2021-09-07       Impact factor: 2.998

5.  Pulse Wave Imaging Coupled With Vector Flow Mapping: A Phantom, Simulation, and In Vivo Study.

Authors:  Grigorios Marios Karageorgos; Iason-Zacharias Apostolakis; Pierre Nauleau; Vittorio Gatti; Rachel Weber; Paul Kemper; Elisa E Konofagou
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2021-06-29       Impact factor: 3.267

  5 in total

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