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Published in: Journal of Digital Imaging 4/2020

01-08-2020 | Subarachnoid Hemorrhage | Original Paper

Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound

Authors: J. N. Stember, K. L. Terilli, E. Perez, M. Megjhani, C. A. Cooper, S. Jambawalikar, S. Park

Published in: Journal of Imaging Informatics in Medicine | Issue 4/2020

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Abstract

Transcranial Doppler (TCD) ultrasound is a standard tool used in the setting of recent sub-arachnoid hemorrhage (SAH). By tracking velocity in the circle-of-Willis vessels, vasospasm can be detected as interval velocity increase. For this disease process, repeated TCD velocity measurements over many days is the basis for its usefulness. However, a key limitation to TCD is its user dependence, which is itself largely due to the fact that exact information about probe positioning is lost between subsequent scans. Surface point cloud ultrasound (SPC-US) was recently introduced as a general approach combining ultrasound and three-dimensional surface imaging of patient + probe. In the present proof-of-principle demonstration, we have applied SPC-US to TCD and co-registered the skin surface with that from MRA images to provide a roadmap of the vasculature in 3D space for better speed, accuracy, reproducibility, and potential semi-automation of TCD. Collating the acronyms, we call the combined approach SPC-US-TCD. TCD of the M1 was obtained while three-dimensional photographic images were obtained with the Structure Sensor camera. MRA imaging was also obtained. SPC-US-TCD and corresponding MRA 3D reconstruction images were co-registered in MeshMixer using the skin surfaces for alignment. A cylinder the width of the TCD probe was placed over the fused images and aligned with the direction and orientation of the TCD probe to demonstrate the acoustic beam. In the fused images, the acoustic beam intersects the right M1 segment of the middle cerebral artery (MCA). The angle of insonation is well demonstrated and measurable in various planes. Distance measurements made in Blender localized the TCD probe position based on three skin surface landmarks, and tabulated orientation based on three angles along the corresponding directions. SPC-US-TCD provides valuable information that is otherwise not present in TCD studies. By co-registering SPC-US-TCD data with that from cross sectional vessel imaging, precise probe location relative to external skin surface landmarks as well as 3D vessel location relative to TCD probe placement offers the potential to provide a roadmap that improves exam reproducibility, speed of acquisition, and accuracy. The goal of future work is to demonstrate this improvement statistically by application to multiple patients and scans.
Literature
1.
go back to reference Aaslid R, Markwalder T-M, Nornes H: Noninvasive transcranial Doppler ultrasound recording of flow velocity in basal cerebral arteries. J Neurosurg. 57(6):769–774, 1982PubMedCrossRef Aaslid R, Markwalder T-M, Nornes H: Noninvasive transcranial Doppler ultrasound recording of flow velocity in basal cerebral arteries. J Neurosurg. 57(6):769–774, 1982PubMedCrossRef
2.
go back to reference Morris NA, Manning N, Marshall RS, Connolly ES, Claassen J, Agarwal S, Roh DJ, Schmidt JM, Park S: Transcranial Doppler waveforms during intra-aortic balloon pump Counterpulsation for vasospasm detection after subarachnoid hemorrhage. Neurosurgery. 83(3):416–421, 2018PubMedCrossRef Morris NA, Manning N, Marshall RS, Connolly ES, Claassen J, Agarwal S, Roh DJ, Schmidt JM, Park S: Transcranial Doppler waveforms during intra-aortic balloon pump Counterpulsation for vasospasm detection after subarachnoid hemorrhage. Neurosurgery. 83(3):416–421, 2018PubMedCrossRef
3.
go back to reference Robba C, Goffi A, Geeraerts T, Cardim D, Via G, Czosnyka M, Park S, Sarwal A, Padayachy L, Rasulo F, Citerio G: Brain ultrasonography: Methodology, basic and advanced principles and clinical applications. A narrative review. Intensive Care Med. 45(7):913–927, 2019PubMedCrossRef Robba C, Goffi A, Geeraerts T, Cardim D, Via G, Czosnyka M, Park S, Sarwal A, Padayachy L, Rasulo F, Citerio G: Brain ultrasonography: Methodology, basic and advanced principles and clinical applications. A narrative review. Intensive Care Med. 45(7):913–927, 2019PubMedCrossRef
4.
go back to reference Kirsch JD, Mathur M, Johnson MH, Gowthaman G, Scoutt LM: Advances in Transcranial Doppler US: Imaging ahead. RadioGraphics. 33(1):E1–E14, 2013PubMedCrossRef Kirsch JD, Mathur M, Johnson MH, Gowthaman G, Scoutt LM: Advances in Transcranial Doppler US: Imaging ahead. RadioGraphics. 33(1):E1–E14, 2013PubMedCrossRef
5.
go back to reference Kramer DR, Winer JL, Pease BAM, Amar AP, Mack WJ: Cerebral vasospasm in traumatic brain injury. Neurol Res Int. 2013:1–7, 2013CrossRef Kramer DR, Winer JL, Pease BAM, Amar AP, Mack WJ: Cerebral vasospasm in traumatic brain injury. Neurol Res Int. 2013:1–7, 2013CrossRef
6.
go back to reference Kassell NF, Sasaki T, Colohan AR, Nazar G: Cerebral vasospasm following aneurysmal subarachnoid hemorrhage. Stroke. 16(4):562–572, 1985PubMedCrossRef Kassell NF, Sasaki T, Colohan AR, Nazar G: Cerebral vasospasm following aneurysmal subarachnoid hemorrhage. Stroke. 16(4):562–572, 1985PubMedCrossRef
7.
go back to reference Kreiter KT, Mayer SA, Howard G, Knappertz V, Ilodigwe D, Sloan MA, Macdonald RL: Sample size estimates for clinical trials of vasospasm in subarachnoid hemorrhage. Stroke. 40(7):2362–2367, 2009PubMedCrossRef Kreiter KT, Mayer SA, Howard G, Knappertz V, Ilodigwe D, Sloan MA, Macdonald RL: Sample size estimates for clinical trials of vasospasm in subarachnoid hemorrhage. Stroke. 40(7):2362–2367, 2009PubMedCrossRef
8.
go back to reference Kassell NF, Torner JC, Haley EC et al.: The international cooperative Studyon the timing of aneurysm surgery. J Neurosurg. 73(1):18–36, 1990PubMedCrossRef Kassell NF, Torner JC, Haley EC et al.: The international cooperative Studyon the timing of aneurysm surgery. J Neurosurg. 73(1):18–36, 1990PubMedCrossRef
9.
go back to reference Chadduck WM, Crabtree HM, Blankenship JB, Adametz J: Transcranial Doppler ultrasonography for the evaluation of shunt malfunction in pediatric patients. Childs Nerv Syst. 7(1):27–30, 1991PubMedCrossRef Chadduck WM, Crabtree HM, Blankenship JB, Adametz J: Transcranial Doppler ultrasonography for the evaluation of shunt malfunction in pediatric patients. Childs Nerv Syst. 7(1):27–30, 1991PubMedCrossRef
10.
go back to reference Kral MC, Brown RT, Curé JK, Besenski N, Jackson SM, Abboud MR: Radiographic predictors of neurocognitive functioning in pediatric sickle cell disease. J Child Neurol. 21(1):37–44, 2006PubMedCrossRef Kral MC, Brown RT, Curé JK, Besenski N, Jackson SM, Abboud MR: Radiographic predictors of neurocognitive functioning in pediatric sickle cell disease. J Child Neurol. 21(1):37–44, 2006PubMedCrossRef
11.
go back to reference Rasulo FA, De Peri E, Lavinio A: Transcranial Doppler ultrasonography in intensive care. Eur J Anaesthesiol. 25:167–173, 2008CrossRef Rasulo FA, De Peri E, Lavinio A: Transcranial Doppler ultrasonography in intensive care. Eur J Anaesthesiol. 25:167–173, 2008CrossRef
13.
go back to reference Taylor KJ, Holland S: Doppler US. Part I. Basic principles, instrumentation, and pitfalls. Radiology. 174(2):297–307, 1990PubMedCrossRef Taylor KJ, Holland S: Doppler US. Part I. Basic principles, instrumentation, and pitfalls. Radiology. 174(2):297–307, 1990PubMedCrossRef
14.
go back to reference Nelson T, Pretorius D: The Doppler signal: Where does it come from and what does it mean? Am J Roentgenol. 151(3):439–447, 1988CrossRef Nelson T, Pretorius D: The Doppler signal: Where does it come from and what does it mean? Am J Roentgenol. 151(3):439–447, 1988CrossRef
15.
go back to reference Illig KA, Ouriel K, DeWeese JA, Holen J, Green RM: Measurement of carotid bifurcation pressure gradients using the Bernoulli principle. Cardiovasc Surg. 4(2):130–134, 1996PubMedCrossRef Illig KA, Ouriel K, DeWeese JA, Holen J, Green RM: Measurement of carotid bifurcation pressure gradients using the Bernoulli principle. Cardiovasc Surg. 4(2):130–134, 1996PubMedCrossRef
16.
go back to reference Lupetin AR, Davis DA, Beckman I, Dash N: Transcranial Doppler sonography. Part 1. Principles, technique, and normal appearances. RadioGraphics. 15(1):179–191, 1995PubMedCrossRef Lupetin AR, Davis DA, Beckman I, Dash N: Transcranial Doppler sonography. Part 1. Principles, technique, and normal appearances. RadioGraphics. 15(1):179–191, 1995PubMedCrossRef
17.
go back to reference Thomsen LL, Iversen HK: Experimental and biological variation of three-dimensional transcranial Doppler measurements. J Appl Physiol. 75(6):2805–2810, 1993PubMedCrossRef Thomsen LL, Iversen HK: Experimental and biological variation of three-dimensional transcranial Doppler measurements. J Appl Physiol. 75(6):2805–2810, 1993PubMedCrossRef
18.
go back to reference Kaczynski J, Home R, Shields K, Walters M, Whiteley W, Wardlaw J, Newby DE: Reproducibility of Transcranial Doppler ultrasound in the middle cerebral artery. Cardiovasc Ultrasound. 16(1):15, 2018PubMedPubMedCentralCrossRef Kaczynski J, Home R, Shields K, Walters M, Whiteley W, Wardlaw J, Newby DE: Reproducibility of Transcranial Doppler ultrasound in the middle cerebral artery. Cardiovasc Ultrasound. 16(1):15, 2018PubMedPubMedCentralCrossRef
19.
go back to reference Maeda H, Etani H, Handa N, Tagaya M, Oku N, Kim BH, Naka M, Kinoshita N, Nukada T, Fukunaga R: A validation study on the reproducibility of transcranial doppler velocimetry. Ultrasound Med Biol. 16(1):9–14, 1990PubMedCrossRef Maeda H, Etani H, Handa N, Tagaya M, Oku N, Kim BH, Naka M, Kinoshita N, Nukada T, Fukunaga R: A validation study on the reproducibility of transcranial doppler velocimetry. Ultrasound Med Biol. 16(1):9–14, 1990PubMedCrossRef
20.
go back to reference Shen Q, Stuart J, Venkatesh B, Wallace J, Lipman J: Inter observer variability of the transcranial doppler ultrasound technique: Impact of lack of practice on the accuracy of measurement. J Clin Monit Comput. Kluwer Academic Publishers 15(3–4):179–184, 1999PubMedCrossRef Shen Q, Stuart J, Venkatesh B, Wallace J, Lipman J: Inter observer variability of the transcranial doppler ultrasound technique: Impact of lack of practice on the accuracy of measurement. J Clin Monit Comput. Kluwer Academic Publishers 15(3–4):179–184, 1999PubMedCrossRef
21.
go back to reference Ceravolo MG, Minciotti P, Orlandini M, Provinciali L: Intra- and inter-observer variability of basal flow velocity and vascular reactivity measurements using transcranial Doppler sonography. Neurol Res. 14(2 Suppl):122–124, 1992PubMedCrossRef Ceravolo MG, Minciotti P, Orlandini M, Provinciali L: Intra- and inter-observer variability of basal flow velocity and vascular reactivity measurements using transcranial Doppler sonography. Neurol Res. 14(2 Suppl):122–124, 1992PubMedCrossRef
22.
go back to reference Demolis P, Chalon S, Giudicelli JF: Repeatability of transcranial Doppler measurements of arterial blood flow velocities in healthy subjects. Clin Sci. 84(6):599–604, 1993PubMedCrossRef Demolis P, Chalon S, Giudicelli JF: Repeatability of transcranial Doppler measurements of arterial blood flow velocities in healthy subjects. Clin Sci. 84(6):599–604, 1993PubMedCrossRef
23.
go back to reference Blanco P, Blaivas M: Applications of Transcranial color-coded Sonography in the emergency department. J Ultrasound Med. 36(6):1251–1266, 2017PubMedCrossRef Blanco P, Blaivas M: Applications of Transcranial color-coded Sonography in the emergency department. J Ultrasound Med. 36(6):1251–1266, 2017PubMedCrossRef
24.
go back to reference Rigamonti A, Ackery A, Baker AJ: Transcranial Doppler monitoring in subarachnoid hemorrhage: A critical tool in critical care. Can J Anaesth. 55(2):112–123, 2008PubMedCrossRef Rigamonti A, Ackery A, Baker AJ: Transcranial Doppler monitoring in subarachnoid hemorrhage: A critical tool in critical care. Can J Anaesth. 55(2):112–123, 2008PubMedCrossRef
25.
go back to reference Arkuszewski M, Swiat M, Hurst RW et al.: Vertebral and basilar arteries: Transcranial color-coded duplex ultrasonography versus conventional TCD in detection of narrowings. Neuroradiol J. Edizioni del Centauro 25(5):509–514, 2012CrossRef Arkuszewski M, Swiat M, Hurst RW et al.: Vertebral and basilar arteries: Transcranial color-coded duplex ultrasonography versus conventional TCD in detection of narrowings. Neuroradiol J. Edizioni del Centauro 25(5):509–514, 2012CrossRef
26.
go back to reference Swiercz M, Swiat M, Pawlak M et al.: Narrowing of the middle cerebral artery: Artificial intelligence methods and comparison of transcranial color coded duplex sonography with conventional TCD. Ultrasound Med Biol. 36(1):17–28, 2010PubMedCrossRef Swiercz M, Swiat M, Pawlak M et al.: Narrowing of the middle cerebral artery: Artificial intelligence methods and comparison of transcranial color coded duplex sonography with conventional TCD. Ultrasound Med Biol. 36(1):17–28, 2010PubMedCrossRef
27.
go back to reference Auer A, Felber S, Lutz W et al.: Transcranial Doppler sonography guided by magnetic resonance angiography for improved monitoring of intracranial arteries. J. Neuroimaging. Lippincott Williams and Wilkins:34–38, 1999 Auer A, Felber S, Lutz W et al.: Transcranial Doppler sonography guided by magnetic resonance angiography for improved monitoring of intracranial arteries. J. Neuroimaging. Lippincott Williams and Wilkins:34–38, 1999
28.
go back to reference Kantelhardt SR, Greke C, Keric N, Vollmer F, Thiemann I, Giese A: Image Guidance for Transcranial Doppler Ultrasonography. Oper Neurosurg 68(suppl_2):ons257–ons266, 2011CrossRef Kantelhardt SR, Greke C, Keric N, Vollmer F, Thiemann I, Giese A: Image Guidance for Transcranial Doppler Ultrasonography. Oper Neurosurg 68(suppl_2):ons257–ons266, 2011CrossRef
29.
go back to reference Greke C, Neulen A, Kantelhardt SR, Birkenmayer A, Vollmer FC, Thiemann I, Giese A: Image-guided Transcranial Doppler Sonography for monitoring of defined segments of intracranial arteries. J Neurosurg Anesthesiol. 25(1):55–61, 2013PubMedCrossRef Greke C, Neulen A, Kantelhardt SR, Birkenmayer A, Vollmer FC, Thiemann I, Giese A: Image-guided Transcranial Doppler Sonography for monitoring of defined segments of intracranial arteries. J Neurosurg Anesthesiol. 25(1):55–61, 2013PubMedCrossRef
30.
go back to reference Stember JN: Three-dimensional surface point cloud ultrasound for better understanding and transmission of ultrasound scan information. J Digit Imaging. 31(6):904–911, 2018PubMedPubMedCentralCrossRef Stember JN: Three-dimensional surface point cloud ultrasound for better understanding and transmission of ultrasound scan information. J Digit Imaging. 31(6):904–911, 2018PubMedPubMedCentralCrossRef
31.
go back to reference Pozniak MA, Zagzebski JA, Scanlan KA: Spectral and color Doppler artifacts. Radiographics. 12(1):35–44, 1992PubMedCrossRef Pozniak MA, Zagzebski JA, Scanlan KA: Spectral and color Doppler artifacts. Radiographics. 12(1):35–44, 1992PubMedCrossRef
Metadata
Title
Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound
Authors
J. N. Stember
K. L. Terilli
E. Perez
M. Megjhani
C. A. Cooper
S. Jambawalikar
S. Park
Publication date
01-08-2020
Publisher
Springer International Publishing
Published in
Journal of Imaging Informatics in Medicine / Issue 4/2020
Print ISSN: 2948-2925
Electronic ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-020-00328-y

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