Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images

Samuel Gerber; Maeliss Jallais; Hastings Greer; Matt McCormick; Sean Montgomery; Bradley Freeman; Deborah Kane; Deepak Chittajallu; Neal Siekierski; Stephen Aylward

doi:10.1007/978-3-319-67552-7_14

Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images

Samuel Gerber, Maeliss Jallais, Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Kane, Deepak Chittajallu, Neal Siekierski, Stephen Aylward

Department of Emergency Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

14 Scopus citations

Abstract

We present an algorithm to automatically estimate the diameter of the optic nerve sheath from ocular ultrasound images. The optic nerve sheath diameter provides a proxy for measuring intracranial pressure, a life threating condition frequently associated with head trauma. Early treatment of elevated intracranial pressures greatly improves outcomes and drastically reduces the mortality rate. We demonstrate that the proposed algorithm combined with a portable ultrasound device presents a viable path for early detection of elevated intracranial pressure in remote locations and without access to trained medical imaging experts.

Original language	English
Title of host publication	Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings
Editors	M. Jorge Cardoso, Tal Arbel
Publisher	Springer Verlag
Pages	113-120
Number of pages	8
ISBN (Print)	9783319675510
DOIs	https://doi.org/10.1007/978-3-319-67552-7_14
State	Published - 2017
Event	International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 - Quebec City, Canada Duration: Sep 14 2017 → Sep 14 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10549 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017
Country/Territory	Canada
City	Quebec City
Period	09/14/17 → 09/14/17

Access to Document

10.1007/978-3-319-67552-7_14

Cite this

Gerber, S., Jallais, M., Greer, H., McCormick, M., Montgomery, S., Freeman, B., Kane, D., Chittajallu, D., Siekierski, N., & Aylward, S. (2017). Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. In M. J. Cardoso, & T. Arbel (Eds.), Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings (pp. 113-120). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10549 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-67552-7_14

Gerber, Samuel ; Jallais, Maeliss ; Greer, Hastings et al. / Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings. editor / M. Jorge Cardoso ; Tal Arbel. Springer Verlag, 2017. pp. 113-120 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images",

abstract = "We present an algorithm to automatically estimate the diameter of the optic nerve sheath from ocular ultrasound images. The optic nerve sheath diameter provides a proxy for measuring intracranial pressure, a life threating condition frequently associated with head trauma. Early treatment of elevated intracranial pressures greatly improves outcomes and drastically reduces the mortality rate. We demonstrate that the proposed algorithm combined with a portable ultrasound device presents a viable path for early detection of elevated intracranial pressure in remote locations and without access to trained medical imaging experts.",

author = "Samuel Gerber and Maeliss Jallais and Hastings Greer and Matt McCormick and Sean Montgomery and Bradley Freeman and Deborah Kane and Deepak Chittajallu and Neal Siekierski and Stephen Aylward",

note = "Funding Information: This work was supported, in part, by NIH/NIBIB and NIH/NIGMS via 1R01EB021396-01A1: Slicer+PLUS: Point-of-Care Ultrasound. Publisher Copyright: {\textcopyright} 2017, Springer International Publishing AG.; International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 ; Conference date: 14-09-2017 Through 14-09-2017",

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doi = "10.1007/978-3-319-67552-7_14",

language = "English",

isbn = "9783319675510",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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editor = "Cardoso, {M. Jorge} and Tal Arbel",

booktitle = "Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings",

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Gerber, S, Jallais, M, Greer, H, McCormick, M, Montgomery, S, Freeman, B, Kane, D, Chittajallu, D, Siekierski, N & Aylward, S 2017, Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. in MJ Cardoso & T Arbel (eds), Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10549 LNCS, Springer Verlag, pp. 113-120, International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec City, Canada, 09/14/17. https://doi.org/10.1007/978-3-319-67552-7_14

Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. / Gerber, Samuel; Jallais, Maeliss; Greer, Hastings et al.
Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings. ed. / M. Jorge Cardoso; Tal Arbel. Springer Verlag, 2017. p. 113-120 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10549 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images

AU - Gerber, Samuel

AU - Jallais, Maeliss

AU - Greer, Hastings

AU - McCormick, Matt

AU - Montgomery, Sean

AU - Freeman, Bradley

AU - Kane, Deborah

AU - Chittajallu, Deepak

AU - Siekierski, Neal

AU - Aylward, Stephen

N1 - Funding Information: This work was supported, in part, by NIH/NIBIB and NIH/NIGMS via 1R01EB021396-01A1: Slicer+PLUS: Point-of-Care Ultrasound. Publisher Copyright: © 2017, Springer International Publishing AG.

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N2 - We present an algorithm to automatically estimate the diameter of the optic nerve sheath from ocular ultrasound images. The optic nerve sheath diameter provides a proxy for measuring intracranial pressure, a life threating condition frequently associated with head trauma. Early treatment of elevated intracranial pressures greatly improves outcomes and drastically reduces the mortality rate. We demonstrate that the proposed algorithm combined with a portable ultrasound device presents a viable path for early detection of elevated intracranial pressure in remote locations and without access to trained medical imaging experts.

AB - We present an algorithm to automatically estimate the diameter of the optic nerve sheath from ocular ultrasound images. The optic nerve sheath diameter provides a proxy for measuring intracranial pressure, a life threating condition frequently associated with head trauma. Early treatment of elevated intracranial pressures greatly improves outcomes and drastically reduces the mortality rate. We demonstrate that the proposed algorithm combined with a portable ultrasound device presents a viable path for early detection of elevated intracranial pressure in remote locations and without access to trained medical imaging experts.

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SN - 9783319675510

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings

A2 - Cardoso, M. Jorge

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T2 - International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017

Y2 - 14 September 2017 through 14 September 2017

ER -

Gerber S, Jallais M, Greer H, McCormick M, Montgomery S, Freeman B et al. Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. In Cardoso MJ, Arbel T, editors, Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag. 2017. p. 113-120. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-67552-7_14

Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images

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