Skip to main content
Top
Published in: BMC Ophthalmology 1/2019

Open Access 01-12-2019 | Laser | Technical advance

Agreement study between color and IR retinal images based on retinal vasculature morphological parameters

Authors: Aqsa Ajaz, Behzad Aliahmad, Himeesh Kumar, Marc Sarossy, Dinesh K. Kumar

Published in: BMC Ophthalmology | Issue 1/2019

Login to get access

Abstract

Background

Color fundus photography have been extensively used to explore the link between retinal morphology changes associated with various disease i.e. Diabetic Retinopathy, Glaucoma. The development of multimodal imaging system that integrates Infrared Scanning Laser Ophthalmoscope (IR-SLO) and Optical Coherence Tomography (OCT) could help in studying these diseases at an early stage. The aim of this study was to test the agreement between the retinal vasculature parameters from the Infrared images obtained from optical coherence tomography and color fundus imaging.

Methods

The IR and Color retinal images were obtained from 16 volunteer participants and seven retinal vessel parameters, i.e. Fractal Dimension (FD), Average Angle (ABA), Total Angle Count (TAC), Tortuosity (ST), Vessel/Background ratio (VBR), Central Retinal Arteriolar Equivalent (CRAE) and Central Retinal Venular Equivalent (CRVE) were extracted from these retinal images using Retinal Image Vasculature Assessment software (RIVAS) and Integrative Vessel Analysis (IVAN).

Results

The Bland Altman plot was used to investigate the agreement between the two modalities. The paired sample t-test was used to assess the presence of fixed bias and the slope of Least Square Regression (LSR) line for the presence of proportional bias.
The paired sample t-test showed that there was no statistically significant difference between Color and IR based on retinal vessel features (all p values > 0.05). LSR also revealed no statistically significant difference in the retinal vessel features between Color and IR.

Conclusion

This study has revealed that there is a fair agreement between Color and IR images based on retinal vessel features. This research has shown that it is possible to use IR images of the retina to measure the retinal vasculature parameters which has the advantage of being flash-less, can be used even if there is opacity due to cataract, and can be performed along with OCT on the same device.
Literature
1.
go back to reference Kumar D, Aliahmad B, Arjunan SP. Fractals: applications in biological Signalling and image processing: Taylor & Francis; 2016. Kumar D, Aliahmad B, Arjunan SP. Fractals: applications in biological Signalling and image processing: Taylor & Francis; 2016.
2.
go back to reference Jain AB, Prakash VJ, Bhende M. Techniques of fundus imaging, vol. 33. India: Scientific Journal of Medical & Vision Research Foundations; 2015. Jain AB, Prakash VJ, Bhende M. Techniques of fundus imaging, vol. 33. India: Scientific Journal of Medical & Vision Research Foundations; 2015.
3.
go back to reference Elsner AE, Burns SA, Weiter JJ, Delori FC. Infrared imaging of sub-retinal structures in the human ocular fundus. Vis Res. 1996;36(1):191–205.PubMedCrossRef Elsner AE, Burns SA, Weiter JJ, Delori FC. Infrared imaging of sub-retinal structures in the human ocular fundus. Vis Res. 1996;36(1):191–205.PubMedCrossRef
4.
go back to reference Webb RH, Hughes GW, Delori FC. Confocal scanning laser ophthalmoscope. Appl Opt. 1987;26(8):1492–9.PubMedCrossRef Webb RH, Hughes GW, Delori FC. Confocal scanning laser ophthalmoscope. Appl Opt. 1987;26(8):1492–9.PubMedCrossRef
5.
go back to reference Kirkpatrick JN, Manivannan A, Gupta AK, Hipwell J, Forrester JV, Sharp PF. Fundus imaging in patients with cataract: role for a variable wavelength scanning laser ophthalmoscope. Br J Ophthalmol. 1995;79(10):892–9.PubMedPubMedCentralCrossRef Kirkpatrick JN, Manivannan A, Gupta AK, Hipwell J, Forrester JV, Sharp PF. Fundus imaging in patients with cataract: role for a variable wavelength scanning laser ophthalmoscope. Br J Ophthalmol. 1995;79(10):892–9.PubMedPubMedCentralCrossRef
6.
go back to reference Nguyen TT, Wang JJ, Wong TY. Retinal vascular changes in pre-diabetes and prehypertension. New findings and their research and clinical implications. 2007;30(10):2708–15. Nguyen TT, Wang JJ, Wong TY. Retinal vascular changes in pre-diabetes and prehypertension. New findings and their research and clinical implications. 2007;30(10):2708–15.
7.
go back to reference Azemin MZC, Kumar DK, Wong TY, Wang JJ, Mitchell P, Kawasaki R, Wu H. Age-related rarefaction in the fractal dimension of retinal vessel. Neurobiol Aging. 2012;33(1):194.e191–4.CrossRef Azemin MZC, Kumar DK, Wong TY, Wang JJ, Mitchell P, Kawasaki R, Wu H. Age-related rarefaction in the fractal dimension of retinal vessel. Neurobiol Aging. 2012;33(1):194.e191–4.CrossRef
8.
go back to reference Ciancaglini M, Guerra G, Agnifili L, Mastropasqua R, Fasanella V, Cinelli M, Costagliola C, Ambrosone L. Fractal dimension as a new tool to analyze optic nerve head vasculature in primary open angle Glaucoma. In Vivo. 2015;29(2):273–9.PubMed Ciancaglini M, Guerra G, Agnifili L, Mastropasqua R, Fasanella V, Cinelli M, Costagliola C, Ambrosone L. Fractal dimension as a new tool to analyze optic nerve head vasculature in primary open angle Glaucoma. In Vivo. 2015;29(2):273–9.PubMed
9.
go back to reference Azemin MZC, Kumar DK, Wong TY, Kawasaki R, Mitchell P, Wang JJ. Robust methodology for fractal analysis of the retinal vasculature. IEEE Trans Med Imaging. 2011;30(2):243–50.PubMedCrossRef Azemin MZC, Kumar DK, Wong TY, Kawasaki R, Mitchell P, Wang JJ. Robust methodology for fractal analysis of the retinal vasculature. IEEE Trans Med Imaging. 2011;30(2):243–50.PubMedCrossRef
10.
go back to reference Sasongko MB, Wong TY, Nguyen TT, Cheung CY, Shaw JE, Wang JJ. Retinal vascular tortuosity in persons with diabetes and diabetic retinopathy. Diabetologia. 2011;54(9):2409–16.PubMedCrossRef Sasongko MB, Wong TY, Nguyen TT, Cheung CY, Shaw JE, Wang JJ. Retinal vascular tortuosity in persons with diabetes and diabetic retinopathy. Diabetologia. 2011;54(9):2409–16.PubMedCrossRef
11.
go back to reference Daien V, Carriere I, Kawasaki R, Cristol J-P, Villain M, Fesler P, Ritchie K, Delcourt C. Retinal vascular caliber is associated with cardiovascular biomarkers of oxidative stress and inflammation: the POLA study. PLoS One. 2013;8(7):e71089.PubMedPubMedCentralCrossRef Daien V, Carriere I, Kawasaki R, Cristol J-P, Villain M, Fesler P, Ritchie K, Delcourt C. Retinal vascular caliber is associated with cardiovascular biomarkers of oxidative stress and inflammation: the POLA study. PLoS One. 2013;8(7):e71089.PubMedPubMedCentralCrossRef
12.
go back to reference Wong TY, Klein R, Couper DJ, Cooper LS, Shahar E, Hubbard LD, Wofford MR, Sharrett AR. Retinal microvascular abnormalities and incident stroke: the atherosclerosis risk in communities study. Lancet (London, England). 2001;358(9288):1134–40.CrossRef Wong TY, Klein R, Couper DJ, Cooper LS, Shahar E, Hubbard LD, Wofford MR, Sharrett AR. Retinal microvascular abnormalities and incident stroke: the atherosclerosis risk in communities study. Lancet (London, England). 2001;358(9288):1134–40.CrossRef
13.
go back to reference Klein R, Klein BE, Moss SE, Wong TY, Hubbard L, Cruickshanks KJ, Palta M. Retinal vascular abnormalities in persons with type 1 diabetes: the Wisconsin epidemiologic study of diabetic retinopathy: XVIII. Ophthalmology. 2003;110(11):2118–25.PubMedCrossRef Klein R, Klein BE, Moss SE, Wong TY, Hubbard L, Cruickshanks KJ, Palta M. Retinal vascular abnormalities in persons with type 1 diabetes: the Wisconsin epidemiologic study of diabetic retinopathy: XVIII. Ophthalmology. 2003;110(11):2118–25.PubMedCrossRef
14.
go back to reference Klein R, Klein BE, Moss SE, Wong TY, Hubbard L, Cruickshanks KJ, Palta M. The relation of retinal vessel caliber to the incidence and progression of diabetic retinopathy: XIX: the Wisconsin epidemiologic study of diabetic retinopathy. Arch Ophthalmol (Chicago, Ill: 1960). 2004;122(1):76–83.CrossRef Klein R, Klein BE, Moss SE, Wong TY, Hubbard L, Cruickshanks KJ, Palta M. The relation of retinal vessel caliber to the incidence and progression of diabetic retinopathy: XIX: the Wisconsin epidemiologic study of diabetic retinopathy. Arch Ophthalmol (Chicago, Ill: 1960). 2004;122(1):76–83.CrossRef
15.
go back to reference Jeganathan VSE, Kawasaki R, Wang JJ, Aung T, Mitchell P, Saw S-M, Wong TY. Retinal vascular caliber and age-related macular degeneration: the Singapore Malay eye study. Am J Ophthalmol. 2008;146(6):954–959.e951.PubMedCrossRef Jeganathan VSE, Kawasaki R, Wang JJ, Aung T, Mitchell P, Saw S-M, Wong TY. Retinal vascular caliber and age-related macular degeneration: the Singapore Malay eye study. Am J Ophthalmol. 2008;146(6):954–959.e951.PubMedCrossRef
16.
go back to reference Yang K, Zhan SY, Liang YB, Duan X, Wang F, Wong TY, Sun LP, Wang NL. Association of dilated retinal arteriolar caliber with early age-related macular degeneration: the Handan eye study. Graefes Arch Clin Exp Ophthalmol. 2012;250(5):741–9.PubMedCrossRef Yang K, Zhan SY, Liang YB, Duan X, Wang F, Wong TY, Sun LP, Wang NL. Association of dilated retinal arteriolar caliber with early age-related macular degeneration: the Handan eye study. Graefes Arch Clin Exp Ophthalmol. 2012;250(5):741–9.PubMedCrossRef
17.
go back to reference Klein R, Klein BE, Tomany SC, Wong TY. The relation of retinal microvascular characteristics to age-related eye disease: the beaver dam eye study. Am J Ophthalmol. 2004;137(3):435–44.PubMedCrossRef Klein R, Klein BE, Tomany SC, Wong TY. The relation of retinal microvascular characteristics to age-related eye disease: the beaver dam eye study. Am J Ophthalmol. 2004;137(3):435–44.PubMedCrossRef
18.
go back to reference Wang JJ, Taylor B, Wong TY, Chua B, Rochtchina E, Klein R, Mitchell P. Retinal vessel diameters and obesity: a population-based study in older persons. Obesity (Silver Spring, Md). 2006;14(2):206–14.CrossRef Wang JJ, Taylor B, Wong TY, Chua B, Rochtchina E, Klein R, Mitchell P. Retinal vessel diameters and obesity: a population-based study in older persons. Obesity (Silver Spring, Md). 2006;14(2):206–14.CrossRef
19.
go back to reference Youm DJ, Ha MM, Chang Y, Song SJ. Retinal vessel caliber and risk factors for branch retinal vein occlusion. Curr Eye Res. 2012;37(4):334–8.PubMedCrossRef Youm DJ, Ha MM, Chang Y, Song SJ. Retinal vessel caliber and risk factors for branch retinal vein occlusion. Curr Eye Res. 2012;37(4):334–8.PubMedCrossRef
20.
go back to reference Scanlon PH, Foy C, Malhotra R, Aldington SJ. The influence of age, duration of diabetes, cataract, and pupil size on image quality in digital photographic retinal screening. Diabetes Care. 2005;28(10):2448–53.PubMedCrossRef Scanlon PH, Foy C, Malhotra R, Aldington SJ. The influence of age, duration of diabetes, cataract, and pupil size on image quality in digital photographic retinal screening. Diabetes Care. 2005;28(10):2448–53.PubMedCrossRef
21.
go back to reference Theelen T, Hoyng CB, Klevering BJ. Near-infrared subretinal imaging in choroidal neovascularization. In: Holz FG, Berlin SR, editors. Medical Retina: Focus on Retinal Imaging. edn. Heidelberg: Springer Berlin Heidelberg; 2010. p. 77–93.CrossRef Theelen T, Hoyng CB, Klevering BJ. Near-infrared subretinal imaging in choroidal neovascularization. In: Holz FG, Berlin SR, editors. Medical Retina: Focus on Retinal Imaging. edn. Heidelberg: Springer Berlin Heidelberg; 2010. p. 77–93.CrossRef
22.
go back to reference Theelen T, Berendschot TTJM, Hoyng CB, Boon CJF, Klevering BJ. Near-infrared reflectance imaging of neovascular age-related macular degeneration. Graefes Arch Clin Exp Ophthalmol. 2009;247(12):1625–33.PubMedPubMedCentralCrossRef Theelen T, Berendschot TTJM, Hoyng CB, Boon CJF, Klevering BJ. Near-infrared reflectance imaging of neovascular age-related macular degeneration. Graefes Arch Clin Exp Ophthalmol. 2009;247(12):1625–33.PubMedPubMedCentralCrossRef
23.
go back to reference Chun R, Fishman GA, Collison FT, Stone EM, Zernant J, Allikmets R. The value of retinal imaging with infrared scanning laser ophthalmoscopy in patients with stargardt disease. Retina (Philadelphia, Pa). 2014;34(7):1391–9.CrossRef Chun R, Fishman GA, Collison FT, Stone EM, Zernant J, Allikmets R. The value of retinal imaging with infrared scanning laser ophthalmoscopy in patients with stargardt disease. Retina (Philadelphia, Pa). 2014;34(7):1391–9.CrossRef
24.
go back to reference Aliahmad B, Kumar DK, Jain R. Automatic analysis of retinal vascular parameters for detection of diabetes in Indian patients with no retinopathy sign. Int Sch Res Not. 2016;2016:8423289.PubMedPubMedCentral Aliahmad B, Kumar DK, Jain R. Automatic analysis of retinal vascular parameters for detection of diabetes in Indian patients with no retinopathy sign. Int Sch Res Not. 2016;2016:8423289.PubMedPubMedCentral
25.
go back to reference Schmitz-Valckenberg S, Steinberg JS, Fleckenstein M, Visvalingam S, Brinkmann CK, Holz FG. Combined confocal scanning laser ophthalmoscopy and spectral-domain optical coherence tomography imaging of reticular Drusen associated with age-related macular degeneration. Ophthalmology. 2010;117(6):1169–76.PubMedCrossRef Schmitz-Valckenberg S, Steinberg JS, Fleckenstein M, Visvalingam S, Brinkmann CK, Holz FG. Combined confocal scanning laser ophthalmoscopy and spectral-domain optical coherence tomography imaging of reticular Drusen associated with age-related macular degeneration. Ophthalmology. 2010;117(6):1169–76.PubMedCrossRef
26.
go back to reference Elsner AE, Burns SA, Hughes GW, Webb RH. Reflectometry with a scanning laser ophthalmoscope. Appl Opt. 1992;31(19):3697–710.PubMedCrossRef Elsner AE, Burns SA, Hughes GW, Webb RH. Reflectometry with a scanning laser ophthalmoscope. Appl Opt. 1992;31(19):3697–710.PubMedCrossRef
27.
go back to reference Aliahmad B, Kumar DK, Sarossy MG, Jain R. Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population. BMC Ophthalmol. 2014;14:152.PubMedPubMedCentralCrossRef Aliahmad B, Kumar DK, Sarossy MG, Jain R. Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population. BMC Ophthalmol. 2014;14:152.PubMedPubMedCentralCrossRef
28.
go back to reference Knudtson MD, Lee KE, Hubbard LD, Wong TY, Klein R, Klein BE. Revised formulas for summarizing retinal vessel diameters. Curr Eye Res. 2003;27(3):143–9.PubMedCrossRef Knudtson MD, Lee KE, Hubbard LD, Wong TY, Klein R, Klein BE. Revised formulas for summarizing retinal vessel diameters. Curr Eye Res. 2003;27(3):143–9.PubMedCrossRef
29.
go back to reference Martin Bland J, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;327(8476):307–10.CrossRef Martin Bland J, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;327(8476):307–10.CrossRef
30.
go back to reference Giavarina D. Understanding Bland Altman analysis. Biochem Med. 2015;25(2):141–51.CrossRef Giavarina D. Understanding Bland Altman analysis. Biochem Med. 2015;25(2):141–51.CrossRef
31.
go back to reference Cohen J. A coefficient of agreement for nominal scales. 1960;20(1):37–46. Cohen J. A coefficient of agreement for nominal scales. 1960;20(1):37–46.
32.
go back to reference Elsner AE, Weber A, Cheney MC, VanNasdale DA, Miura M. Imaging polarimetry in patients with neovascular age-related macular degeneration. J Opt Soc Am A Opt Image Sci Vis. 2007;24(5):1468–80.PubMedPubMedCentralCrossRef Elsner AE, Weber A, Cheney MC, VanNasdale DA, Miura M. Imaging polarimetry in patients with neovascular age-related macular degeneration. J Opt Soc Am A Opt Image Sci Vis. 2007;24(5):1468–80.PubMedPubMedCentralCrossRef
33.
go back to reference Remky A, Beausencourt E, Hartnett ME, Trempe CL, Arend O, Elsner AE. Infrared imaging of cystoid macular edema. Graefes Arch Clin Exp Ophthalmol. 1999;237(11):897–901.PubMedCrossRef Remky A, Beausencourt E, Hartnett ME, Trempe CL, Arend O, Elsner AE. Infrared imaging of cystoid macular edema. Graefes Arch Clin Exp Ophthalmol. 1999;237(11):897–901.PubMedCrossRef
34.
go back to reference Hartnett ME, Elsner AE. Characteristics of exudative age-related macular degeneration determined in vivo with confocal and indirect infrared imaging. Ophthalmology. 1996;103(1):58–71.PubMedCrossRef Hartnett ME, Elsner AE. Characteristics of exudative age-related macular degeneration determined in vivo with confocal and indirect infrared imaging. Ophthalmology. 1996;103(1):58–71.PubMedCrossRef
Metadata
Title
Agreement study between color and IR retinal images based on retinal vasculature morphological parameters
Authors
Aqsa Ajaz
Behzad Aliahmad
Himeesh Kumar
Marc Sarossy
Dinesh K. Kumar
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Laser
Published in
BMC Ophthalmology / Issue 1/2019
Electronic ISSN: 1471-2415
DOI
https://doi.org/10.1186/s12886-018-0997-6

Other articles of this Issue 1/2019

BMC Ophthalmology 1/2019 Go to the issue