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Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound

Publication ,  Conference
Moore, BT; Montgomery, SP; Niethammer, M; Greer, H; Aylward, SR
Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
January 1, 2020

Intracranial hypertension associated with traumatic brain injury is a life-threatening condition which requires immediate diagnosis and treatment. The measurement of optic nerve sheath diameter (ONSD), using ultrasonography, has been shown to be a promising, non-invasive predictor of intracranial pressure (ICP). Unfortunately, the reproducibility and accuracy of this measure depends on the expertise of the sonologist- a requirement that limits the broad application of ONSD. Previous work on ONSD measurement has focused on computer-automated annotation of expert-acquired ultrasound taken in a clinical setting. Here, we present a system using a handheld point-of-care ultrasound probe whereby the ONSD is automatically measured without requiring an expert sonographer to acquire the images. We report our results on videos from ocular phantoms with varying ONSDs. We show that our approach accurately measures the ONSD despite the lack of an observer keeping the ONSD in focus or in frame.

Duke Scholars

Published In

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

DOI

EISSN

1611-3349

ISSN

0302-9743

ISBN

9783030603335

Publication Date

January 1, 2020

Volume

12437 LNCS

Start / End Page

23 / 32

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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Moore, B. T., Montgomery, S. P., Niethammer, M., Greer, H., & Aylward, S. R. (2020). Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12437 LNCS, pp. 23–32). https://doi.org/10.1007/978-3-030-60334-2_3
Moore, B. T., S. P. Montgomery, M. Niethammer, H. Greer, and S. R. Aylward. “Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12437 LNCS:23–32, 2020. https://doi.org/10.1007/978-3-030-60334-2_3.
Moore BT, Montgomery SP, Niethammer M, Greer H, Aylward SR. Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. p. 23–32.
Moore, B. T., et al. “Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12437 LNCS, 2020, pp. 23–32. Scopus, doi:10.1007/978-3-030-60334-2_3.
Moore BT, Montgomery SP, Niethammer M, Greer H, Aylward SR. Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. p. 23–32.
Journal cover image

Published In

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

DOI

EISSN

1611-3349

ISSN

0302-9743

ISBN

9783030603335

Publication Date

January 1, 2020

Volume

12437 LNCS

Start / End Page

23 / 32

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences