Sabanayagam C, Banu R, Chee ML, Lee R, Wang YX, Tan G, et al. Incidence and progression of diabetic retinopathy: a systematic review. Lancet Diabetes Endocrinol 2019;7:140–9.
De Carlo TE, Chin AT, Bonini Filho MA, Adhi M, Branchini L, Salz DA, et al. Detection of microvascular changes in eyes of patients with diabetes but not clinical diabetic retinopathy using optical coherence tomography angiography. Retina. 2015;35:2364–70.
Cao D, Yang D, Huang Z, Zeng Y, Wang J, Hu Y, et al. Optical coherence tomography angiography discerns preclinical diabetic retinopathy in eyes of patients with type 2 diabetes without clinical diabetic retinopathy. Acta Diabetol. 2018;55:469–77.
Fayed AE, Abdelbaki AM, El Zawahry OM, Fawzi AA. Optical coherence tomography angiography reveals progressive worsening of retinal vascular geometry in diabetic retinopathy and improved geometry after panretinal photocoagulation. PLoS One. 2020;14:e0226629.
Stitt AW, Lois N, Medina RJ, Adamson P, Curtis TM. Advances in our understanding of diabetic retinopathy. Clin Sci. 2013;125:1–17.
Ansari P, Tabasumma N, Snigdha NN, Siam NH, Panduru RV, Azam S, et al. Diabetic retinopathy: an overview on mechanisms, pathophysiology and pharmacotherapy. Diabetology. 2022;3:159–75.
Soares M, Neves C, Marques IP, Pires I, Schwartz C, Costa MÂ, et al. Comparison of diabetic retinopathy classification using fluorescein angiography and optical coherence tomography angiography. Br J Ophthalmol. 2017;101:62–8.
Group ETDRSR. Classification of diabetic retinopathy from fluorescein angiograms: ETDRS report number 11. Ophthalmology. 1991;98:807–22.
Oliver SC, Schwartz SD. Peripheral vessel leakage (PVL): a new angiographic finding in diabetic retinopathy identified with ultra wide-field fluorescein angiography. Pap Presente Semin Ophthalmol. 2010;25:27–33.
Fayed AE, Nesper PL, Fawzi AA. Imaging of retinal vascular disease. In: Retinal Vascular Disease. 107–125 Springer Singapore; 2020.
MacKinnon JR, McKillop G, O’Brien C, Swa K, Butt Z, Nelson P. Colour Doppler imaging of the ocular circulation in diabetic retinopathy. Acta Ophthalmol Scand. 2000;78:386–9.
Article CAS PubMed Google Scholar
Paula KY, Mehnert A, Athwal A, Sarunic MV, Yu D-Y. Use of the retinal vascular histology to validate an optical coherence tomography angiography technique. Transl Vis Sci Technol. 2021;10:29–9.
Fawzi AA, Fayed AE, Linsenmeier RA, Gao J, Yu F. Improved macular capillary flow on optical coherence tomography angiography after panretinal photocoagulation for proliferative diabetic retinopathy. Am J Ophthalmol. 2019;206:217–27.
Article PubMed PubMed Central Google Scholar
Fayed AE, Gerges TK. Optical coherence tomography angiography reveals paradoxically decreasing choroidal thickness & increasing blood flow in remitting Vogt Koyanagi Harada syndrome. RETINA. 2022;42:1788–95.
Scarinci F, Nesper PL, Fawzi AA. Deep retinal capillary nonperfusion is associated with photoreceptor disruption in diabetic macular ischemia. Am J Ophthalmol. 2016;168:129–38.
Article PubMed PubMed Central Google Scholar
Estawro RG, Fayed AE, Gerges TK, Baddar DN. Choriocapillaris Island: an optical coherence tomography angiography finding observed in central serous chorioretinopathy. Int J Retin Vitreous. 2021;7:1–8.
Ashraf M, Nesper PL, Jampol LM, Yu F, Fawzi AA. Statistical model of optical coherence tomography angiography parameters that correlate with severity of diabetic retinopathy. Invest Ophthalmol Vis Sci. 2018;59:4292–8.
Article CAS PubMed PubMed Central Google Scholar
Carnevali A, Sacconi R, Corbelli E, Tomasso L, Querques L, Zerbini G, et al. Optical coherence tomography angiography analysis of retinal vascular plexuses and choriocapillaris in patients with type 1 diabetes without diabetic retinopathy. Acta Diabetol. 2017;54:695–702.
Article CAS PubMed Google Scholar
Spaide RF, Fujimoto JG, Waheed NK. Image artifacts in optical coherence angiography. Retina (Phila, Pa). 2015;35:2163.
Menten MJ, Paetzold JC, Dima A, Menze BH, Knier B, Rueckert D. Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs. Paper presented at: Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII2022.
Kreitner L, Paetzold JC, Rauch N, Chen C, Hagag AM, Fayed AE, et al. Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations. IEEE Trans Med Imaging. 2024. https://doi.org/10.1109/TMI.2024.3354408. Online ahead of print.
Wang X, Wei Q, Wu X, Cao S, Chen C, Zhang J, et al. The vessel density of the superficial retinal capillary plexus as a new biomarker in cerebral small vessel disease: an optical coherence tomography angiography study. Neurol Sci. 2021;42:3615–24.
Hirano T, Toriyama Y, Takamura Y, Sugimoto M, Nagaoka T, Sugiura Y, et al. Outcomes of a 2-year treat-and-extend regimen with aflibercept for diabetic macular edema. Sci Rep. 2021;11:4488.
Article CAS PubMed PubMed Central Google Scholar
Pak KY, Shin JP, Kim HW, Sagong M, Kim YC, Lee SJ, et al. One-year results of treatment of diabetic macular edema with aflibercept using the treat-and-extend dosing regimen: the VIBIM study. Ophthalmologica. 2020;243:255–62.
Article CAS PubMed Google Scholar
Curry BA, Sanfilippo PG, Chan S, Hewitt AW, Verma N. Clinical outcomes of a treat and extend regimen with intravitreal aflibercept injections in patients with diabetic macular edema: experience in clinical practice. Ophthalmol Ther. 2020;9:87–101.
Wilkinson C, Ferris FL, Klein RE, Lee PP, Agardh CD, Davis M, et al. Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales. Ophthalmology. 2003;110:1677–82.
Article CAS PubMed Google Scholar
Jia Y, Tan O, Tokayer J, Potsaid B, Wang Y, Liu JJ, et al. Split-spectrum amplitude-decorrelation angiography with optical coherence tomography. Opt Express. 2012;20:4710–25.
Article PubMed PubMed Central Google Scholar
Campbell J, Zhang M, Hwang T, Bailey S, Wilson D, Jia Y, et al. Detailed vascular anatomy of the human retina by projection-resolved optical coherence tomography angiography. Sci Rep. 2017;7:42201.
Article CAS PubMed PubMed Central Google Scholar
Giarratano Y, Bianchi E, Gray C, Morris A, MacGillivray T, Dhillon B, et al. Automated segmentation of optical coherence tomography angiography images: benchmark data and clinically relevant metrics. Transl Vis Sci Technol. 2020;9:5–5.
Article PubMed PubMed Central Google Scholar
Isensee F, Jaeger PF, Kohl SA, Petersen J, Maier-Hein KH. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation. Nat Methods. 2021;18:203–11.
Article CAS PubMed Google Scholar
Kreitner L, Paetzold JC, Rauch N, Chen C, Hagag AM, Fayed AE, et al. Detailed retinal vessel segmentation without human annotations using simulated optical coherence tomography angiographs. arXiv preprint arXiv:230610941. 2023.
Meyer-Spradow J, Ropinski T, Mensmann J, Hinrichs K. Voreen: a rapid-prototyping environment for ray-casting-based volume visualizations. IEEE Comput Graph Appl. 2009;29:6–13.
Article CAS PubMed Google Scholar
Paetzold JC, McGinnis J, Shit S, Ezhov I, Büschl P, Prabhakar C, et al. Whole brain vessel graphs: a dataset and benchmark for graph learning and neuroscience. Paper presented at: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2)2021.
Gardiner TA, Archer DB, Curtis TM, Stitt AW. Arteriolar involvement in the microvascular lesions of diabetic retinopathy: implications for pathogenesis. Microcirculation. 2007;14:25–38.
Stitt A, Anderson H, Gardiner T, Archer D. Diabetic retinopathy: quantitative variation in capillary basement membrane thickening in arterial or venous environments. Br J Ophthalmol. 1994;78:133–7.
Article CAS PubMed PubMed Central Google Scholar
Hogan MJ, Feeney L. The ultrastructure of the retinal vessels: II. The small vessels. J Ultrastruct Res. 1963;9:29–46.
Mohammed S, Li T, Chen XD, Warner E, Shankar A, Abalem MF, et al. Density-based classification in diabetic retinopathy through thickness of retinal layers from optical coherence tomography. Sci Rep. 2020;10:15937.
Article CAS PubMed PubMed Central Google Scholar
Sohn EH, van Dijk HW, Jiao C, Kok PH, Jeong W, Demirkaya N, et al. Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus. Proc Natl Acad Sci. 2016;113:E2655–E2664.
Article CAS PubMed PubMed Central Google Scholar
Harris A, Arend O, Danis RP, Evans D, Wolf S, Martin BJ. Hyperoxia improves contrast sensitivity in early diabetic retinopathy. Br J Ophthalmol. 1996;80:209–13.
Article CAS PubMed PubMed Central Google Scholar
Harris A, Arend O, Bohnke K, Kroepfl E, Danis R, Martin B. Retinal blood flow during dynamic exercise. Graefes Arch Clin Exp Ophthalmol. 1996;234:440–4.
Article CAS PubMed Google Scholar
Balaratnasingam C, An D, Hein M, Yu P, Yu D-Y. Studies of the retinal microcirculation using human donor eyes and high-resolution clinical imaging: Insights gained to guide future research in diabetic retinopathy. Prog Retin Eye Res. 2022;94:101134.
An D, Yu P, Freund KB, Yu D-Y, Balaratnasingam C. Three-dimensional characterization of the normal human parafoveal microvasculature using structural criteria and high-resolution confocal microscopy. Invest Ophthalmol Vis Sci. 2020;61:3–3.
Article CAS PubMed PubMed Central Google Scholar
Falcão M, Falcão-Reis F, Rocha-Sousa A. Diabetic retinopathy: understanding pathologic angiogenesis and exploring its treatment options. Open Circ Vasc J. 2010;3:30–42.
Niki T, Muraoka K, Shimizu K. Distribution of capillary nonperfusion in early-stage diabetic retinopathy. Ophthalmology. 1984;91:1431–9.
Article CAS PubMed Google Scholar
Lavia C, Couturier A, Erginay A, Dupas B, Tadayoni R, Gaudric A. Reduced vessel density in the superficial and deep plexuses in diabetic retinopathy is associated with structural changes in corresponding retinal layers. PLoS One. 2019;14:e0219164.
留言 (0)