A computational analysis of retinal image quality in eyes with keratoconus

Higher-order aberrations (HOA’s) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these eyes. This computational study determined changes in IQ [peak IQ, best focus and depth of focus (DOF)] of 12 subjects with manifest keratoconus...

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Published inScientific reports Vol. 10; no. 1; p. 1321
Main Authors Nilagiri, Vinay Kumar, Metlapally, Sangeetha, Schor, Clifton M., Bharadwaj, Shrikant R.
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 28.01.2020
Nature Publishing Group
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ISSN2045-2322
2045-2322
DOI10.1038/s41598-020-57993-w

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Abstract Higher-order aberrations (HOA’s) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these eyes. This computational study determined changes in IQ [peak IQ, best focus and depth of focus (DOF)] of 12 subjects with manifest keratoconus in both eyes (KCE cohort), 9 subjects with very asymmetric ectasia (VAE cohort) with and without their Rigid Gas Permeable contact lenses (RGP CL’s) and 20 age-matched controls, using a HOA-based through-focus analysis performed on the logNS IQ metric over 5 mm pupil diameter following cycloplegia. All IQ parameters were significantly worse in the KCE cohort with their native HOA’s, relative to controls and in the ectatic eye of the VAE cohort, relative to the fellow non-ectatic eye (p ≤ 0.008 for all). Reduction in HOA’s of these eyes with RGP CL’s resulted in a significant improvement in all IQ parameters but they all remained significantly poorer than controls (p ≤ 0.02 for all). The inter-subject variability of best focus and the DOF range were inversely related to peak IQ in these eyes (r = 0.85; p < 0.001). These results provide the optical basis for two clinical observations on keratoconus: (1) optical performance of keratoconic eyes are significantly better with RGP CL’s than with spectacles or unaided conditions and (2) the endpoint of subjective refraction is elusive in keratoconic eyes, relative to healthy controls or to the non-ectatic eye in bilaterally asymmetric ectasia.
AbstractList Higher-order aberrations (HOA’s) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these eyes. This computational study determined changes in IQ [peak IQ, best focus and depth of focus (DOF)] of 12 subjects with manifest keratoconus in both eyes (KCE cohort), 9 subjects with very asymmetric ectasia (VAE cohort) with and without their Rigid Gas Permeable contact lenses (RGP CL’s) and 20 age-matched controls, using a HOA-based through-focus analysis performed on the logNS IQ metric over 5 mm pupil diameter following cycloplegia. All IQ parameters were significantly worse in the KCE cohort with their native HOA’s, relative to controls and in the ectatic eye of the VAE cohort, relative to the fellow non-ectatic eye (p ≤ 0.008 for all). Reduction in HOA’s of these eyes with RGP CL’s resulted in a significant improvement in all IQ parameters but they all remained significantly poorer than controls (p ≤ 0.02 for all). The inter-subject variability of best focus and the DOF range were inversely related to peak IQ in these eyes (r = 0.85; p < 0.001). These results provide the optical basis for two clinical observations on keratoconus: (1) optical performance of keratoconic eyes are significantly better with RGP CL’s than with spectacles or unaided conditions and (2) the endpoint of subjective refraction is elusive in keratoconic eyes, relative to healthy controls or to the non-ectatic eye in bilaterally asymmetric ectasia.
Higher-order aberrations (HOA's) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these eyes. This computational study determined changes in IQ [peak IQ, best focus and depth of focus (DOF)] of 12 subjects with manifest keratoconus in both eyes (KCE cohort), 9 subjects with very asymmetric ectasia (VAE cohort) with and without their Rigid Gas Permeable contact lenses (RGP CL's) and 20 age-matched controls, using a HOA-based through-focus analysis performed on the logNS IQ metric over 5 mm pupil diameter following cycloplegia. All IQ parameters were significantly worse in the KCE cohort with their native HOA's, relative to controls and in the ectatic eye of the VAE cohort, relative to the fellow non-ectatic eye (p ≤ 0.008 for all). Reduction in HOA's of these eyes with RGP CL's resulted in a significant improvement in all IQ parameters but they all remained significantly poorer than controls (p ≤ 0.02 for all). The inter-subject variability of best focus and the DOF range were inversely related to peak IQ in these eyes (r = 0.85; p < 0.001). These results provide the optical basis for two clinical observations on keratoconus: (1) optical performance of keratoconic eyes are significantly better with RGP CL's than with spectacles or unaided conditions and (2) the endpoint of subjective refraction is elusive in keratoconic eyes, relative to healthy controls or to the non-ectatic eye in bilaterally asymmetric ectasia.Higher-order aberrations (HOA's) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these eyes. This computational study determined changes in IQ [peak IQ, best focus and depth of focus (DOF)] of 12 subjects with manifest keratoconus in both eyes (KCE cohort), 9 subjects with very asymmetric ectasia (VAE cohort) with and without their Rigid Gas Permeable contact lenses (RGP CL's) and 20 age-matched controls, using a HOA-based through-focus analysis performed on the logNS IQ metric over 5 mm pupil diameter following cycloplegia. All IQ parameters were significantly worse in the KCE cohort with their native HOA's, relative to controls and in the ectatic eye of the VAE cohort, relative to the fellow non-ectatic eye (p ≤ 0.008 for all). Reduction in HOA's of these eyes with RGP CL's resulted in a significant improvement in all IQ parameters but they all remained significantly poorer than controls (p ≤ 0.02 for all). The inter-subject variability of best focus and the DOF range were inversely related to peak IQ in these eyes (r = 0.85; p < 0.001). These results provide the optical basis for two clinical observations on keratoconus: (1) optical performance of keratoconic eyes are significantly better with RGP CL's than with spectacles or unaided conditions and (2) the endpoint of subjective refraction is elusive in keratoconic eyes, relative to healthy controls or to the non-ectatic eye in bilaterally asymmetric ectasia.
ArticleNumber 1321
Author Nilagiri, Vinay Kumar
Metlapally, Sangeetha
Schor, Clifton M.
Bharadwaj, Shrikant R.
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Cites_doi 10.1016/j.visres.2011.07.006S0042-6989(11)00243-4.[pii]
10.1097/01.opx.0000232842.60932.af
10.1111/opo.12133
10.1097/00006324-200302000-00005
10.1097/OPX.0000000000001205
10.1097/OPX.0b013e31818e8eaa
10.1097/OPX.0b013e318249d727
10.3928/1081597X-20170426-02
10.1097/OPX.0b013e31802e64f0
10.1163/187847511x579043
10.1097/OPX.0000000000000253
10.1097/ICL.0000000000000270
10.1111/j.1475-1313.2011.00854.x
10.1016/j.ajo.2007.08.004
10.1371/journal.pone.0150118
10.1364/JOSAA.20.000209
10.1016/j.visres.2011.10.003S0042-6989(11)00356-7
10.1167/9.5.6
10.1097/ICL.0b013e3181e52dd1
10.1016/j.visres.2011.05.006
10.1167/iovs.09-4558
10.1371/journal.pone.0148085
10.1167/10.4.3
10.1364/BOE.4.000822
10.3928/1081-597X-20060601-05
10.1111/j.1475-1313.2007.00488.x
10.1016/j.clae.2012.01.006
10.1097/OPX.0b013e318288c2b1
10.1097/OPX.0b013e3181d95217
10.1167/4.4.9
10.1136/bjo.2007.121715
10.1016/0039-6257(84)90094-8
10.1016/j.jcrs.2016.04.036
10.1167/iovs.10-5841iovs.10-5841
10.3928/1081-597X-19970501-16
10.3928/1081-597X-20010901-19
10.1167/4.4.7
10.1167/4.4.3
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References Sarkar, Vaddavalli, Bharadwaj (CR16) 2016; 11
Yi, Iskander, Collins (CR17) 2011; 51
Gordon-Shaag, Millodot, Ifrah, Shneor (CR3) 2012; 89
Benard, Lopez-Gil, Legras (CR19) 2011; 51
Marcos (CR22) 2001; 17
Marsack, Parker, Applegate (CR11) 2008; 85
Cheng, Bradley, Ravikumar, Thibos (CR20) 2010; 87
Jinabhai, O’Donnell, Tromans, Radhakrishnan (CR10) 2014; 34
Ravikumar, Bradley, Bharadwaj, Thibos (CR26) 2016; 42
CR37
Applegate, Howland (CR14) 1997; 13
Ambrosio (CR32) 2017; 33
CR34
Laidlaw, Tailor, Shah, Atamian, Harcourt (CR40) 2008; 92
CR33
Visser (CR35) 2011; 52
Qian, Adeseye, Stevenson, Patel, Bedell (CR28) 2012; 25
Nilagiri, Kalaiselvan, Metlapally, Schor, Bharadwaj (CR8) 2018; 95
Fernandez, Schwarz, Prieto, Manzanera, Artal (CR27) 2013; 4
Benito, Redondo, Artal (CR30) 2011; 31
Martin, Vasudevan, Himebaugh, Bradley, Thibos (CR23) 2011; 51
Krachmer, Feder, Belin (CR1) 1984; 28
Yang (CR9) 2014; 91
Applegate, Marsack, Thibos (CR15) 2006; 83
Bandela, Satgunam, Garg, Bharadwaj (CR29) 2016; 11
Marsack, Parker, Pesudovs, Donnelly, Applegate (CR4) 2007; 84
Evans (CR25) 2007; 27
Sabesan, Yoon (CR12) 2009; 9
Mandathara, Stapleton, Willcox (CR31) 2017; 43
Sabesan, Yoon (CR13) 2010; 51
Tyagi, Collins, Read, Davis (CR38) 2012; 35
Alio, Shabayek (CR2) 2006; 22
Marsack, Rozema, Koppen, Tassignon, Applegate (CR5) 2013; 90
Jinabhai, Radhakrishnan, O’Donnell (CR6) 2010; 36
Negishi, Kumanomido, Utsumi, Tsubota (CR7) 2007; 144
CR21
Yi, Iskander, Collins (CR18) 2010; 10
Thibos, Hong, Bradley, Applegate (CR39) 2004; 4
Campbell (CR36) 2003; 20
Applegate, Ballentine, Gross, Sarver, Sarver (CR24) 2003; 80
RA Applegate (57993_CR15) 2006; 83
JD Marsack (57993_CR11) 2008; 85
EJ Fernandez (57993_CR27) 2013; 4
JD Marsack (57993_CR4) 2007; 84
A Jinabhai (57993_CR10) 2014; 34
Y Benard (57993_CR19) 2011; 51
J Martin (57993_CR23) 2011; 51
S Sarkar (57993_CR16) 2016; 11
RA Applegate (57993_CR24) 2003; 80
A Gordon-Shaag (57993_CR3) 2012; 89
57993_CR21
R Ambrosio Jr. (57993_CR32) 2017; 33
N Visser (57993_CR35) 2011; 52
VK Nilagiri (57993_CR8) 2018; 95
57993_CR37
K Negishi (57993_CR7) 2007; 144
RA Applegate (57993_CR14) 1997; 13
A Benito (57993_CR30) 2011; 31
PK Bandela (57993_CR29) 2016; 11
X Cheng (57993_CR20) 2010; 87
B Yang (57993_CR9) 2014; 91
BJ Evans (57993_CR25) 2007; 27
JH Krachmer (57993_CR1) 1984; 28
A Jinabhai (57993_CR6) 2010; 36
CE Campbell (57993_CR36) 2003; 20
JD Marsack (57993_CR5) 2013; 90
PS Mandathara (57993_CR31) 2017; 43
57993_CR33
F Yi (57993_CR17) 2011; 51
57993_CR34
G Tyagi (57993_CR38) 2012; 35
JL Alio (57993_CR2) 2006; 22
R Sabesan (57993_CR12) 2009; 9
F Yi (57993_CR18) 2010; 10
S Ravikumar (57993_CR26) 2016; 42
R Sabesan (57993_CR13) 2010; 51
S Marcos (57993_CR22) 2001; 17
DAH Laidlaw (57993_CR40) 2008; 92
LN Thibos (57993_CR39) 2004; 4
J Qian (57993_CR28) 2012; 25
References_xml – volume: 51
  start-page: 1932
  year: 2011
  end-page: 1940
  ident: CR23
  article-title: Unbiased estimation of refractive state of aberrated eyes
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.07.006S0042-6989(11)00243-4.[pii]
– volume: 83
  start-page: 635
  year: 2006
  end-page: 640
  ident: CR15
  article-title: Metrics of retinal image quality predict visual performance in eyes with 20/17 or better visual acuity
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/01.opx.0000232842.60932.af
– volume: 34
  start-page: 528
  year: 2014
  end-page: 539
  ident: CR10
  article-title: Optical quality and visual performance with customised soft contact lenses for keratoconus
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/opo.12133
– volume: 80
  start-page: 97
  year: 2003
  end-page: 105
  ident: CR24
  article-title: Visual acuity as a function of Zernike mode and level of root mean square error
  publication-title: Optometry Vis. science: Off. Publ. Am. Acad. Optometry.
  doi: 10.1097/00006324-200302000-00005
– volume: 95
  start-page: 391
  year: 2018
  end-page: 398
  ident: CR8
  article-title: LogMAR and stereo acuity in keratoconus corrected with spectacles and RGP contact lenses
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0000000000001205
– volume: 85
  start-page: E1172
  year: 2008
  end-page: 1178
  ident: CR11
  article-title: Performance of wavefront-guided soft lenses in three keratoconus subjects
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e31818e8eaa
– volume: 89
  start-page: 411
  year: 2012
  end-page: 418
  ident: CR3
  article-title: Aberrations and topography in normal, keratoconus-suspect, and keratoconic eyes
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e318249d727
– volume: 33
  start-page: 434
  year: 2017
  end-page: 443
  ident: CR32
  article-title: Integration of Scheimpflug-Based Corneal Tomography and Biomechanical Assessments for Enhancing Ectasia Detection
  publication-title: J. refractive surgery.
  doi: 10.3928/1081597X-20170426-02
– ident: CR37
– volume: 84
  start-page: 463
  year: 2007
  end-page: 470
  ident: CR4
  article-title: Uncorrected wavefront error and visual performance during RGP wear in keratoconus
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e31802e64f0
– volume: 25
  start-page: 399
  year: 2012
  end-page: 408
  ident: CR28
  article-title: D(max) for stereoscopic depth perception with simulated monovision correction
  publication-title: Seeing Perceiving.
  doi: 10.1163/187847511x579043
– volume: 91
  start-page: 1271
  year: 2014
  end-page: 1277
  ident: CR9
  article-title: Contrast sensitivity function after correcting residual wavefront aberrations during RGP lens wear
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0000000000000253
– ident: CR33
– volume: 43
  start-page: 141
  year: 2017
  end-page: 154
  ident: CR31
  article-title: Outcome of Keratoconus Management: Review of the Past 20 Years’ Contemporary Treatment Modalities
  publication-title: Eye Contact Lens.
  doi: 10.1097/ICL.0000000000000270
– volume: 31
  start-page: 421
  year: 2011
  end-page: 428
  ident: CR30
  article-title: Temporal evolution of ocular aberrations following laser keratomileusis
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/j.1475-1313.2011.00854.x
– volume: 144
  start-page: 924
  year: 2007
  end-page: 929
  ident: CR7
  article-title: Effect of higher-order aberrations on visual function in keratoconic eyes with a rigid gas permeable contact lens
  publication-title: Am. J. Ophthalmol.
  doi: 10.1016/j.ajo.2007.08.004
– volume: 11
  start-page: e0150118
  year: 2016
  ident: CR29
  article-title: Corneal Transplantation in Disease Affecting Only One Eye: Does It Make a Difference to Habitual Binocular Viewing?
  publication-title: PLoS One.
  doi: 10.1371/journal.pone.0150118
– volume: 20
  start-page: 209
  year: 2003
  end-page: 217
  ident: CR36
  article-title: Matrix method to find a new set of Zernike coefficients from an original set when the aperture radius is changed
  publication-title: J. Optical Soc. America. A, Optics, image science, vision.
  doi: 10.1364/JOSAA.20.000209
– volume: 51
  start-page: 2471
  year: 2011
  end-page: 2477
  ident: CR19
  article-title: Optimizing the subjective depth-of-focus with combinations of fourth- and sixth-order spherical aberration
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.10.003S0042-6989(11)00356-7
– volume: 13
  start-page: 295
  year: 1997
  end-page: 299
  ident: CR14
  article-title: Refractive surgery, optical aberrations, and visual performance
  publication-title: J. refractive surgery.
– ident: CR21
– volume: 9
  start-page: 1
  issue: 6
  year: 2009
  end-page: 10
  ident: CR12
  article-title: Visual performance after correcting higher order aberrations in keratoconic eyes
  publication-title: J Vis.
  doi: 10.1167/9.5.6
– volume: 17
  start-page: S596
  year: 2001
  end-page: S601
  ident: CR22
  article-title: Aberrations and visual performance following standard laser vision correction
  publication-title: J. refractive surgery.
– volume: 36
  start-page: 233
  year: 2010
  end-page: 237
  ident: CR6
  article-title: Visual acuity and ocular aberrations with different rigid gas permeable lens fittings in keratoconus
  publication-title: Eye Contact Lens.
  doi: 10.1097/ICL.0b013e3181e52dd1
– volume: 51
  start-page: 1648
  year: 2011
  end-page: 1658
  ident: CR17
  article-title: Depth of focus and visual acuity with primary and secondary spherical aberration
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.05.006
– volume: 51
  start-page: 3835
  year: 2010
  end-page: 3839
  ident: CR13
  article-title: Neural compensation for long-term asymmetric optical blur to improve visual performance in keratoconic eyes
  publication-title: Investig. Ophthalmol. Vis. science.
  doi: 10.1167/iovs.09-4558
– volume: 11
  start-page: e0148085
  year: 2016
  ident: CR16
  article-title: Image Quality Analysis of Eyes Undergoing LASER Refractive Surgery
  publication-title: PLoS One.
  doi: 10.1371/journal.pone.0148085
– volume: 10
  start-page: 1
  issue: 3
  year: 2010
  end-page: 9
  ident: CR18
  article-title: Estimation of the depth of focus from wavefront measurements
  publication-title: J. vision.
  doi: 10.1167/10.4.3
– volume: 4
  start-page: 822
  year: 2013
  end-page: 830
  ident: CR27
  article-title: Impact on stereo-acuity of two presbyopia correction approaches: monovision and small aperture inlay
  publication-title: Biomed. Opt. Express.
  doi: 10.1364/BOE.4.000822
– volume: 22
  start-page: 539
  year: 2006
  end-page: 545
  ident: CR2
  article-title: Corneal higher order aberrations: a method to grade keratoconus
  publication-title: J. refractive surgery.
  doi: 10.3928/1081-597X-20060601-05
– volume: 27
  start-page: 417
  year: 2007
  end-page: 439
  ident: CR25
  article-title: Monovision: a review
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/j.1475-1313.2007.00488.x
– volume: 35
  start-page: 129
  year: 2012
  end-page: 136
  ident: CR38
  article-title: Corneal changes following short-term rigid contact lens wear
  publication-title: Cont. Lens Anterior Eye.
  doi: 10.1016/j.clae.2012.01.006
– volume: 90
  start-page: 324
  year: 2013
  end-page: 334
  ident: CR5
  article-title: Template-based correction of high-order aberration in keratoconus
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e318288c2b1
– volume: 87
  start-page: 300
  year: 2010
  end-page: 312
  ident: CR20
  article-title: Visual impact of Zernike and Seidel forms of monochromatic aberrations
  publication-title: Optometry Vis. science: Off. Publ. Am. Acad. Optometry.
  doi: 10.1097/OPX.0b013e3181d95217
– ident: CR34
– volume: 4
  start-page: 329
  year: 2004
  end-page: 351
  ident: CR39
  article-title: Accuracy and precision of objective refraction from wavefront aberrations
  publication-title: J. Vis.
  doi: 10.1167/4.4.9
– volume: 92
  start-page: 241
  year: 2008
  end-page: 244
  ident: CR40
  article-title: Validation of a computerised logMAR visual acuity measurement system (COMPlog): comparison with ETDRS and the electronic ETDRS testing algorithm in adults and amblyopic children
  publication-title: Br. J. Ophthalmol.
  doi: 10.1136/bjo.2007.121715
– volume: 28
  start-page: 293
  year: 1984
  end-page: 322
  ident: CR1
  article-title: Keratoconus and related noninflammatory corneal thinning disorders
  publication-title: Surv. Ophthalmol.
  doi: 10.1016/0039-6257(84)90094-8
– volume: 42
  start-page: 1288
  year: 2016
  end-page: 1296
  ident: CR26
  article-title: Expanding binocular depth of focus by combining monovision with diffractive bifocal intraocular lenses
  publication-title: J. Cataract. Refract. Surg.
  doi: 10.1016/j.jcrs.2016.04.036
– volume: 52
  start-page: 1302
  year: 2011
  end-page: 1311
  ident: CR35
  article-title: Evaluation of the comparability and repeatability of four wavefront aberrometers
  publication-title: Investig. Ophthalmol. Vis. science.
  doi: 10.1167/iovs.10-5841iovs.10-5841
– volume: 33
  start-page: 434
  year: 2017
  ident: 57993_CR32
  publication-title: J. refractive surgery.
  doi: 10.3928/1081597X-20170426-02
– ident: 57993_CR33
– volume: 83
  start-page: 635
  year: 2006
  ident: 57993_CR15
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/01.opx.0000232842.60932.af
– volume: 11
  start-page: e0148085
  year: 2016
  ident: 57993_CR16
  publication-title: PLoS One.
  doi: 10.1371/journal.pone.0148085
– volume: 51
  start-page: 2471
  year: 2011
  ident: 57993_CR19
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.10.003S0042-6989(11)00356-7
– volume: 9
  start-page: 1
  issue: 6
  year: 2009
  ident: 57993_CR12
  publication-title: J Vis.
  doi: 10.1167/9.5.6
– volume: 20
  start-page: 209
  year: 2003
  ident: 57993_CR36
  publication-title: J. Optical Soc. America. A, Optics, image science, vision.
  doi: 10.1364/JOSAA.20.000209
– volume: 42
  start-page: 1288
  year: 2016
  ident: 57993_CR26
  publication-title: J. Cataract. Refract. Surg.
  doi: 10.1016/j.jcrs.2016.04.036
– volume: 87
  start-page: 300
  year: 2010
  ident: 57993_CR20
  publication-title: Optometry Vis. science: Off. Publ. Am. Acad. Optometry.
  doi: 10.1097/OPX.0b013e3181d95217
– volume: 90
  start-page: 324
  year: 2013
  ident: 57993_CR5
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e318288c2b1
– volume: 11
  start-page: e0150118
  year: 2016
  ident: 57993_CR29
  publication-title: PLoS One.
  doi: 10.1371/journal.pone.0150118
– volume: 36
  start-page: 233
  year: 2010
  ident: 57993_CR6
  publication-title: Eye Contact Lens.
  doi: 10.1097/ICL.0b013e3181e52dd1
– volume: 92
  start-page: 241
  year: 2008
  ident: 57993_CR40
  publication-title: Br. J. Ophthalmol.
  doi: 10.1136/bjo.2007.121715
– volume: 31
  start-page: 421
  year: 2011
  ident: 57993_CR30
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/j.1475-1313.2011.00854.x
– volume: 91
  start-page: 1271
  year: 2014
  ident: 57993_CR9
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0000000000000253
– volume: 13
  start-page: 295
  year: 1997
  ident: 57993_CR14
  publication-title: J. refractive surgery.
  doi: 10.3928/1081-597X-19970501-16
– volume: 35
  start-page: 129
  year: 2012
  ident: 57993_CR38
  publication-title: Cont. Lens Anterior Eye.
  doi: 10.1016/j.clae.2012.01.006
– volume: 10
  start-page: 1
  issue: 3
  year: 2010
  ident: 57993_CR18
  publication-title: J. vision.
  doi: 10.1167/10.4.3
– volume: 51
  start-page: 1932
  year: 2011
  ident: 57993_CR23
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.07.006S0042-6989(11)00243-4.[pii]
– volume: 17
  start-page: S596
  year: 2001
  ident: 57993_CR22
  publication-title: J. refractive surgery.
  doi: 10.3928/1081-597X-20010901-19
– volume: 85
  start-page: E1172
  year: 2008
  ident: 57993_CR11
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e31818e8eaa
– volume: 51
  start-page: 3835
  year: 2010
  ident: 57993_CR13
  publication-title: Investig. Ophthalmol. Vis. science.
  doi: 10.1167/iovs.09-4558
– volume: 28
  start-page: 293
  year: 1984
  ident: 57993_CR1
  publication-title: Surv. Ophthalmol.
  doi: 10.1016/0039-6257(84)90094-8
– volume: 95
  start-page: 391
  year: 2018
  ident: 57993_CR8
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0000000000001205
– ident: 57993_CR21
  doi: 10.1167/4.4.7
– volume: 144
  start-page: 924
  year: 2007
  ident: 57993_CR7
  publication-title: Am. J. Ophthalmol.
  doi: 10.1016/j.ajo.2007.08.004
– volume: 89
  start-page: 411
  year: 2012
  ident: 57993_CR3
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e318249d727
– volume: 43
  start-page: 141
  year: 2017
  ident: 57993_CR31
  publication-title: Eye Contact Lens.
  doi: 10.1097/ICL.0000000000000270
– volume: 80
  start-page: 97
  year: 2003
  ident: 57993_CR24
  publication-title: Optometry Vis. science: Off. Publ. Am. Acad. Optometry.
  doi: 10.1097/00006324-200302000-00005
– volume: 25
  start-page: 399
  year: 2012
  ident: 57993_CR28
  publication-title: Seeing Perceiving.
  doi: 10.1163/187847511x579043
– volume: 4
  start-page: 329
  year: 2004
  ident: 57993_CR39
  publication-title: J. Vis.
  doi: 10.1167/4.4.9
– volume: 22
  start-page: 539
  year: 2006
  ident: 57993_CR2
  publication-title: J. refractive surgery.
  doi: 10.3928/1081-597X-20060601-05
– volume: 84
  start-page: 463
  year: 2007
  ident: 57993_CR4
  publication-title: Optom. Vis. Sci.
  doi: 10.1097/OPX.0b013e31802e64f0
– volume: 51
  start-page: 1648
  year: 2011
  ident: 57993_CR17
  publication-title: Vis. Res.
  doi: 10.1016/j.visres.2011.05.006
– volume: 52
  start-page: 1302
  year: 2011
  ident: 57993_CR35
  publication-title: Investig. Ophthalmol. Vis. science.
  doi: 10.1167/iovs.10-5841iovs.10-5841
– volume: 27
  start-page: 417
  year: 2007
  ident: 57993_CR25
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/j.1475-1313.2007.00488.x
– volume: 4
  start-page: 822
  year: 2013
  ident: 57993_CR27
  publication-title: Biomed. Opt. Express.
  doi: 10.1364/BOE.4.000822
– ident: 57993_CR34
– volume: 34
  start-page: 528
  year: 2014
  ident: 57993_CR10
  publication-title: Ophthalmic Physiol. Opt.
  doi: 10.1111/opo.12133
– ident: 57993_CR37
  doi: 10.1167/4.4.3
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Snippet Higher-order aberrations (HOA’s) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these...
Higher-order aberrations (HOA's) are exaggerated in eyes with keratoconus but little is known about their impact on the retinal image quality (IQ) of these...
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SubjectTerms 692/308/2778
692/308/575
Adolescent
Adult
Age
Computer applications
Contact lenses
Contrast Media
Eye
Female
Humanities and Social Sciences
Humans
Image Enhancement
Image processing
Image Processing, Computer-Assisted - methods
Image Processing, Computer-Assisted - standards
Keratoconus
Keratoconus - diagnostic imaging
Keratoconus - pathology
Male
multidisciplinary
Retina
Retina - diagnostic imaging
Retina - pathology
Science
Science (multidisciplinary)
Young Adult
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Title A computational analysis of retinal image quality in eyes with keratoconus
URI https://link.springer.com/article/10.1038/s41598-020-57993-w
https://www.ncbi.nlm.nih.gov/pubmed/31992755
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Volume 10
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