Time-Resolved Wall Shear Rate Mapping Using High-Frame-Rate Ultrasound Imaging
被引:9
作者:
Chee, Adrian J. Y.
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机构:
Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, CanadaUniv Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, Canada
Chee, Adrian J. Y.
[1
]
Ho, Chung Kit
论文数: 0引用数: 0
h-index: 0
机构:
Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON, Canada
S&V Samford Med, Hong Kong, Peoples R ChinaUniv Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, Canada
Ho, Chung Kit
[2
,3
]
Yiu, Billy Y. S.
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h-index: 0
机构:
Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, CanadaUniv Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, Canada
Yiu, Billy Y. S.
[1
]
Yu, Alfred C. H.
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机构:
Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, CanadaUniv Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, Canada
Yu, Alfred C. H.
[1
]
机构:
[1] Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Schlegel UW Res Inst Aging, Waterloo, ON, Canada
In atherosclerosis, low wall shear stress (WSS) is known to favor plaque development, while high WSS increases plaque rupture risk. To improve plaque diagnostics, WSS monitoring is crucial. Here, we propose wall shear imaging (WASHI), a noninvasive contrast-free framework that leverages high-frame-rate ultrasound (HiFRUS) to map the wall shear rate (WSR) that relates to WSS by the blood viscosity coefficient. Our method measures WSR as the tangential flow velocity gradient along the arterial wall from the flow vector field derived using a multi-angle vector Doppler technique. To improve the WSR estimation performance, WASHI semiautomatically tracks the wall position throughout the cardiac cycle. WASHI was first evaluated with an in vitro linear WSR gradient model; the estimated WSR was consistent with theoretical values (an average error of 4.6% +/- 12.4%). The framework was then tested on healthy and diseased carotid bifurcation models. In both scenarios, key spatiotemporal dynamics of WSR were noted: 1) oscillating shear patterns were present in the carotid bulb and downstream to the internal carotid artery (ICA) where retrograde flow occurs; and 2) high WSR was observed particularly in the diseased model where the measured WSR peaked at 810 s(-1) due to flow jetting. We also showed that WASHI could consistently track arterial wall motion to map its WSR. Overall, WASHI enables high temporal resolution mapping of WSR that could facilitate investigations on causal effects between WSS and atherosclerosis.
机构:
Univ Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Carvalho, Joao L. A.
Nielsen, Jon-Fredrik
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USA
Univ Michigan, Dept Biomed Engn, Funct MRI Lab, Ann Arbor, MI 48109 USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Nielsen, Jon-Fredrik
Nayak, Krishna S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Cheung, Chris C. P.
Yu, Alfred C. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R China
Univ Hong Kong, Dept Elect & Elect Engn, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Yu, Alfred C. H.
Salimi, Nazila
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h-index: 0
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Salimi, Nazila
Yiu, Billy Y. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Yiu, Billy Y. S.
Tsang, Ivan K. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Tsang, Ivan K. H.
Kerby, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Kerby, Benjamin
Azar, Reza Zahiri
论文数: 0引用数: 0
h-index: 0
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Azar, Reza Zahiri
Dickie, Kris
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h-index: 0
机构:Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Du, Yigang
Goddi, Alfredo
论文数: 0引用数: 0
h-index: 0
机构:
SME Med Ctr, Diagnost Imaging, Via Luigi Pirandello 31, I-21100 Varese, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Goddi, Alfredo
Bortolotto, Chandra
论文数: 0引用数: 0
h-index: 0
机构:
Policlin San Matteo, Fdn Ist Ricovero & Cura Carattere Sci, Dept Radiol, Pavia, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Bortolotto, Chandra
Shen, Yingying
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Shen, Yingying
Dell'Era, Alex
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h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Dell'Era, Alex
Calliada, Fabrizio
论文数: 0引用数: 0
h-index: 0
机构:
Policlin San Matteo, Fdn Ist Ricovero & Cura Carattere Sci, Dept Radiol, Pavia, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Calliada, Fabrizio
Zhu, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
机构:
Univ Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Carvalho, Joao L. A.
Nielsen, Jon-Fredrik
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USA
Univ Michigan, Dept Biomed Engn, Funct MRI Lab, Ann Arbor, MI 48109 USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
Nielsen, Jon-Fredrik
Nayak, Krishna S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Ming Hsieh Dept Elect Engn, Magnet Resonance Engn Lab, Los Angeles, CA USAUniv Brasilia, Dept Elect Engn, Digital Signal Proc Grp, BR-70919970 Brasilia, DF, Brazil
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Cheung, Chris C. P.
Yu, Alfred C. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R China
Univ Hong Kong, Dept Elect & Elect Engn, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Yu, Alfred C. H.
Salimi, Nazila
论文数: 0引用数: 0
h-index: 0
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Salimi, Nazila
Yiu, Billy Y. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Yiu, Billy Y. S.
Tsang, Ivan K. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Med Engn Program, Pokfulam, Hong Kong, Peoples R ChinaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Tsang, Ivan K. H.
Kerby, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Kerby, Benjamin
Azar, Reza Zahiri
论文数: 0引用数: 0
h-index: 0
机构:
Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, CanadaUltrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
Azar, Reza Zahiri
Dickie, Kris
论文数: 0引用数: 0
h-index: 0
机构:Ultrasonix Med Corp, Dept Res & Dev, Richmond, BC, Canada
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Du, Yigang
Goddi, Alfredo
论文数: 0引用数: 0
h-index: 0
机构:
SME Med Ctr, Diagnost Imaging, Via Luigi Pirandello 31, I-21100 Varese, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Goddi, Alfredo
Bortolotto, Chandra
论文数: 0引用数: 0
h-index: 0
机构:
Policlin San Matteo, Fdn Ist Ricovero & Cura Carattere Sci, Dept Radiol, Pavia, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Bortolotto, Chandra
Shen, Yingying
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Shen, Yingying
Dell'Era, Alex
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Dell'Era, Alex
Calliada, Fabrizio
论文数: 0引用数: 0
h-index: 0
机构:
Policlin San Matteo, Fdn Ist Ricovero & Cura Carattere Sci, Dept Radiol, Pavia, ItalyShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China
Calliada, Fabrizio
Zhu, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R ChinaShenzhen Mindray Biomed Elect Co Ltd, Shenzhen, Peoples R China