Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing

Ultrasound imaging of blood flow is in widespread use for assessment of atherosclerotic disease. Imaging of the carotid arteries is of special interest, as blood clots from atherosclerotic plaques may follow the blood stream to the brain with fatal consequences. Color flow imaging and PW Doppler are...

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Main Author: Ekroll, Ingvild Kinn
Format: Doctoral Thesis
Language:English
Published: Norges teknisk-naturvitenskapelige universitet, Institutt for sirkulasjon og bildediagnostikk 2013
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-20512
http://nbn-resolving.de/urn:isbn:978-82-471-4203-5 (printed ver.)
http://nbn-resolving.de/urn:isbn:978-82-471-4205-9 (electronic ver.)
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spelling ndltd-UPSALLA1-oai-DiVA.org-ntnu-205122014-02-13T05:41:28ZUltrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processingengEkroll, Ingvild KinnNorges teknisk-naturvitenskapelige universitet, Institutt for sirkulasjon og bildediagnostikkNTNU2013Ultrasound imaging of blood flow is in widespread use for assessment of atherosclerotic disease. Imaging of the carotid arteries is of special interest, as blood clots from atherosclerotic plaques may follow the blood stream to the brain with fatal consequences. Color flow imaging and PW Doppler are important tools during patient examination, providing a map of the mean velocities in an image region and the full velocity spectrum in a small region of interest respectively. However they both suffer from limitations which may hamper patient diagnostics. Recent technological advances have enabled an increased acquisition rate of ultrasound images, providing possibilities for further improvement in robustness and accuracy of color flow and PW Doppler imaging. Based on these advances, we aimed to utilize the high acquisition rate to enable robust vector Doppler imaging, where both velocity magnitude and direction is estimated. Additionally, we wanted to incorporate information from several parallel receive beams in spectral Doppler, which is currently limited to velocity estimation in a limited region of a single beam. Two limitations in conventional PW Doppler are especially considered, namely the trade-off between temporal and spectral resolution, and the increased spectral broadening in situations of high velocity or large beam-to-flow angles. By utilizing information from several parallel receive beams, we show that by applying adaptive spectral estimation techniques, it is possible to obtain high quality PW Doppler spectra from ensembles similar to those found in conventional color flow imaging. A new method to limit spectral broadening is also presented, and we show spectra with improved resolution and signal-to-noise ratio for a large span in beam-to-flow angles. Plane wave vector Doppler imaging was investigated using both realistic simulations of flow in a (diseased) carotid artery bifurcation, and in vivo studies. It was found that the plane wave approach could provide robust vector velocity estimates at frame rates significantly higher than what is found in conventional blood flow imaging. The technique was implemented in a research ultrasound system, and a feasibility study was performed in patients with carotid artery disease. Promising results were found, showing an increased velocity span and the successful capture of complex flow patterns. All together, the proposed techniques may provide more efficient clinical tools for vascular imaging, as well as quantitative information for research into new markers for cardiovascular disease. Doctoral thesis, comprehensive summaryinfo:eu-repo/semantics/doctoralThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-20512urn:isbn:978-82-471-4203-5 (printed ver.)urn:isbn:978-82-471-4205-9 (electronic ver.)Doktoravhandlinger ved NTNU, 1503-8181 ; 2013:54application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Doctoral Thesis
sources NDLTD
description Ultrasound imaging of blood flow is in widespread use for assessment of atherosclerotic disease. Imaging of the carotid arteries is of special interest, as blood clots from atherosclerotic plaques may follow the blood stream to the brain with fatal consequences. Color flow imaging and PW Doppler are important tools during patient examination, providing a map of the mean velocities in an image region and the full velocity spectrum in a small region of interest respectively. However they both suffer from limitations which may hamper patient diagnostics. Recent technological advances have enabled an increased acquisition rate of ultrasound images, providing possibilities for further improvement in robustness and accuracy of color flow and PW Doppler imaging. Based on these advances, we aimed to utilize the high acquisition rate to enable robust vector Doppler imaging, where both velocity magnitude and direction is estimated. Additionally, we wanted to incorporate information from several parallel receive beams in spectral Doppler, which is currently limited to velocity estimation in a limited region of a single beam. Two limitations in conventional PW Doppler are especially considered, namely the trade-off between temporal and spectral resolution, and the increased spectral broadening in situations of high velocity or large beam-to-flow angles. By utilizing information from several parallel receive beams, we show that by applying adaptive spectral estimation techniques, it is possible to obtain high quality PW Doppler spectra from ensembles similar to those found in conventional color flow imaging. A new method to limit spectral broadening is also presented, and we show spectra with improved resolution and signal-to-noise ratio for a large span in beam-to-flow angles. Plane wave vector Doppler imaging was investigated using both realistic simulations of flow in a (diseased) carotid artery bifurcation, and in vivo studies. It was found that the plane wave approach could provide robust vector velocity estimates at frame rates significantly higher than what is found in conventional blood flow imaging. The technique was implemented in a research ultrasound system, and a feasibility study was performed in patients with carotid artery disease. Promising results were found, showing an increased velocity span and the successful capture of complex flow patterns. All together, the proposed techniques may provide more efficient clinical tools for vascular imaging, as well as quantitative information for research into new markers for cardiovascular disease.
author Ekroll, Ingvild Kinn
spellingShingle Ekroll, Ingvild Kinn
Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
author_facet Ekroll, Ingvild Kinn
author_sort Ekroll, Ingvild Kinn
title Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
title_short Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
title_full Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
title_fullStr Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
title_full_unstemmed Ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
title_sort ultrasound imaging of blood flow based on high frame rate acquisition and adaptive signal processing
publisher Norges teknisk-naturvitenskapelige universitet, Institutt for sirkulasjon og bildediagnostikk
publishDate 2013
url http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-20512
http://nbn-resolving.de/urn:isbn:978-82-471-4203-5 (printed ver.)
http://nbn-resolving.de/urn:isbn:978-82-471-4205-9 (electronic ver.)
work_keys_str_mv AT ekrollingvildkinn ultrasoundimagingofbloodflowbasedonhighframerateacquisitionandadaptivesignalprocessing
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