Literature DB >> 28736469

Improved Automatic Optic Nerve Radius Estimation from High Resolution MRI.

Robert L Harrigan1, Alex K Smith2,3, Louise A Mawn4, Seth A Smith3,5, Bennett A Landman1,2,3,5.   

Abstract

The optic nerve (ON) is a vital structure in the human visual system and transports all visual information from the retina to the cortex for higher order processing. Due to the lack of redundancy in the visual pathway, measures of ON damage have been shown to correlate well with visual deficits. These measures are typically taken at an arbitrary anatomically defined point along the nerve and do not characterize changes along the length of the ON. We propose a fully automated, three-dimensionally consistent technique building upon a previous independent slice-wise technique to estimate the radius of the ON and surrounding cerebrospinal fluid (CSF) on high-resolution heavily T2-weighted isotropic MRI. We show that by constraining results to be three-dimensionally consistent this technique produces more anatomically viable results. We compare this technique with the previously published slice-wise technique using a short-term reproducibility data set, 10 subjects, follow-up <1 month, and show that the new method is more reproducible in the center of the ON. The center of the ON contains the most accurate imaging because it lacks confounders such as motion and frontal lobe interference. Long-term reproducibility, 5 subjects, follow-up of approximately 11 months, is also investigated with this new technique and shown to be similar to short-term reproducibility, indicating that the ON does not change substantially within 11 months. The increased accuracy of this new technique provides increased power when searching for anatomical changes in ON size amongst patient populations.

Entities:  

Keywords:  Conjugate Gradient Descent; Intensity Model Fitting; Magnetic Resonance Imaging; Optic Nerve

Year:  2017        PMID: 28736469      PMCID: PMC5521273          DOI: 10.1117/12.2254370

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  25 in total

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Authors:  Christopher Bowd; Linda M Zangwill; Eytan Z Blumenthal; Cristiana Vasile; Andreas G Boehm; Parag A Gokhale; Kourosh Mohammadi; Payam Amini; Timothy M Sankary; Robert N Weinreb
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2002-01       Impact factor: 2.129

2.  The Extensible Neuroimaging Archive Toolkit: an informatics platform for managing, exploring, and sharing neuroimaging data.

Authors:  Daniel S Marcus; Timothy R Olsen; Mohana Ramaratnam; Randy L Buckner
Journal:  Neuroinformatics       Date:  2007

3.  MRI acquisition and analysis protocol for in vivo intraorbital optic nerve segmentation at 3T.

Authors:  Marios C Yiannakas; Ahmed T Toosy; Rhian E Raftopoulos; Raj Kapoor; David H Miller; Claudia A M Wheeler-Kingshott
Journal:  Invest Ophthalmol Vis Sci       Date:  2013-06-21       Impact factor: 4.799

4.  Disambiguating the optic nerve from the surrounding cerebrospinal fluid: Application to MS-related atrophy.

Authors:  Robert L Harrigan; Andrew J Plassard; Frederick W Bryan; Gabriela Caires; Louise A Mawn; Lindsey M Dethrage; Siddharama Pawate; Robert L Galloway; Seth A Smith; Bennett A Landman
Journal:  Magn Reson Med       Date:  2015-03-07       Impact factor: 4.668

5.  The effect of age on the nerve fiber population of the human optic nerve.

Authors:  A G Balazsi; J Rootman; S M Drance; M Schulzer; G R Douglas
Journal:  Am J Ophthalmol       Date:  1984-06       Impact factor: 5.258

6.  Constructing a statistical atlas of the radii of the optic nerve and cerebrospinal fluid sheath in young healthy adults.

Authors:  Robert L Harrigan; Andrew J Plassard; Louise A Mawn; Robert L Galloway; Seth A Smith; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015-03-20

7.  Use of magnetic resonance imaging to differentiate optic neuritis and nonarteritic anterior ischemic optic neuropathy.

Authors:  Joseph F Rizzo; Christopher M Andreoli; James D Rabinov
Journal:  Ophthalmology       Date:  2002-09       Impact factor: 12.079

8.  Race-, age-, gender-, and refractive error-related differences in the normal optic disc.

Authors:  R Varma; J M Tielsch; H A Quigley; S C Hilton; J Katz; G L Spaeth; A Sommer
Journal:  Arch Ophthalmol       Date:  1994-08

9.  Multiple sclerosis risk after optic neuritis: final optic neuritis treatment trial follow-up.

Authors: 
Journal:  Arch Neurol       Date:  2008-06

10.  Continuing optic nerve atrophy following optic neuritis: a serial MRI study.

Authors:  S J Hickman; C M H Brierley; P A Brex; D G MacManus; N J Scolding; D A S Compston; D H Miller
Journal:  Mult Scler       Date:  2002-08       Impact factor: 6.312

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  2 in total

1.  Quantitative characterization of optic nerve atrophy in patients with multiple sclerosis.

Authors:  Robert L Harrigan; Alex K Smith; Bailey Lyttle; Bailey Box; Bennett A Landman; Francesca Bagnato; Siddharama Pawate; Seth A Smith
Journal:  Mult Scler J Exp Transl Clin       Date:  2017-09-13

2.  Normal measurements of the optic nerve, optic nerve sheath and optic chiasm in the adult population.

Authors:  Sanele S Mncube; Matthew D Goodier
Journal:  SA J Radiol       Date:  2019-11-05
  2 in total

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