Quantification of Vessel Density in Retinal Optical Coherence Tomography Angiography Images Using Local Fractal Dimension

被引:141
作者
Gadde, Santosh G. K. [1 ]
Anegondi, Neha [2 ]
Bhanushali, Devanshi [1 ]
Chidambara, Lavanya [1 ]
Yadav, Naresh Kumar [1 ]
Khurana, Aruj [1 ]
Roy, Abhijit Sinha [2 ]
机构
[1] Narayana Nethralaya Fdn, Retina Dept, Bangalore, Karnataka, India
[2] Narayana Nethralaya Fdn, Imaging Biomech & Math Modeling Solut, Bangalore, Karnataka, India
关键词
optical coherence tomography; fractal analysis; angiography; vessel density; fovea; FLUORESCEIN ANGIOGRAPHY; OCT ANGIOGRAPHY; HEALTHY; DOMAIN; MICROVASCULATURE; THICKNESS; DRUSEN; EYES;
D O I
10.1167/iovs.15-18287
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. To evaluate a fully automated local fractal dimension method to quantify vessel density and foveal avascular zone (FAZ) area in optical coherence tomography angiography (OCTA) images. METHODS. Fifty-two healthy Asian Indian eyes underwent imaging prospectively with OCTA system. Superficial and deep retinal vascular plexus was imaged. Local fractal analysis was applied to the OCTA images. A scan area of 3 3 3 mm was selected in the superficial and deep retinal layers. Foveal avascular zone area and vessel density were quantified in circular and sectoral zones around the fovea. A unique contour map of vessel density and dropout zones was developed to perform regional comparisons. RESULTS. Foveal avascular zone of superficial (0.35 +/- 0.013 mm(2)) and deep (0.49 +/- 0.012 mm(2)) retinal vascular plexus was segmented. The agreement between the manually segmented and local fractal dimension segmented FAZ area was 0.97 (95% confidence interval [CI]: 0.94-0.98) and did not change significantly with age (P = 0.94 and 0.21, respectively). The vessel density was greater in the deep than the superficial retinal vascular plexus (P < 0.0001). When the image was subdivided into sectors around the FAZ, inferior sector had greater vessel density than the others (temporal, superior, and nasal) in both superficial and deep retinal vascular plexus (P < 0.05). These observations were similar to recent studies on animal retinal vasculature map. CONCLUSIONS. A novel implementation of local fractal dimension to calculate vessel density and FAZ area was demonstrated. Age did not impact vessel density but sectoral analyses showed greater vessel density in the inferior zone.
引用
收藏
页码:246 / 252
页数:7
相关论文
共 30 条
[1]   Fractal analysis of region-based vascular change in the normal and non-proliferative diabetic retina [J].
Avakian, A ;
Kalina, RE ;
Sage, EH ;
Rambhia, AH ;
Elliott, KE ;
Chuang, EL ;
Clark, JI ;
Hwang, JN ;
Parsons-Wingerter, P .
CURRENT EYE RESEARCH, 2002, 24 (04) :274-280
[2]   Real-time eye motion correction in phase-resolved OCT angiography with tracking SLO [J].
Braaf, Boy ;
Vienola, Kari V. ;
Sheehy, Christy K. ;
Yang, Qiang ;
Vermeer, Koenraad A. ;
Tiruveedhula, Pavan ;
Arathorn, David W. ;
Roorda, Austin ;
de Boer, Johannes F. .
BIOMEDICAL OPTICS EXPRESS, 2013, 4 (01) :51-65
[3]   Quantitative Morphometry of Perifoveal Capillary Networks in the Human Retina [J].
Chan, Geoffrey ;
Balaratnasingam, Chandrakumar ;
Yu, Paula K. ;
Morgan, William H. ;
McAllister, Ian L. ;
Cringle, Stephen J. ;
Yu, Dao-Yi .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2012, 53 (09) :5502-5514
[4]   The vascularity of the cerebral cortex of the albino rat [J].
Craigie, EH .
JOURNAL OF COMPARATIVE NEUROLOGY, 1921, 33 (03) :193-212
[5]   THE FRACTAL GEOMETRY OF PROLIFERATIVE DIABETIC-RETINOPATHY - IMPLICATIONS FOR THE DIAGNOSIS AND THE PROCESS OF RETINAL VASCULOGENESIS [J].
DAXER, A .
CURRENT EYE RESEARCH, 1993, 12 (12) :1103-1109
[6]   Spectral-Domain Optical Coherence Tomography Angiography of Choroidal Neovascularization [J].
de Carlo, Talisa E. ;
Bonini Filho, Marco A. ;
Chin, Adam T. ;
Adhi, Mehreen ;
Ferrara, Daniela ;
Baumal, Caroline R. ;
Witkin, Andre J. ;
Reichel, Elias ;
Duker, Jay S. ;
Waheed, Nadia K. .
OPHTHALMOLOGY, 2015, 122 (06) :1228-1238
[7]  
de Carlo TE, 2015, INT J RETINA VITR, V35, P2377
[8]   Ocular blood flow alteration in glaucoma is related to systemic vascular dysregulation [J].
Emre, M ;
Orgül, S ;
Gugleta, K ;
Flammer, J .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2004, 88 (05) :662-666
[9]   MACULAR THICKNESS MEASUREMENTS IN NORMAL EYES WITH TIME-DOMAIN AND FOURIER-DOMAIN OPTICAL COHERENCE TOMOGRAPHY [J].
Huang, Jingjing ;
Liu, Xing ;
Wu, Ziqiang ;
Xiao, Hui ;
Dustin, Laurie ;
Sadda, Srinivas .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2009, 29 (07) :980-987
[10]   Quantitative Optical Coherence Tomography Angiography of Choroidal Neovascularization in Age-Related Macular Degeneration [J].
Jia, Yali ;
Bailey, Steven T. ;
Wilson, David J. ;
Tan, Ou ;
Klein, Michael L. ;
Flaxel, Christina J. ;
Potsaid, Benjamin ;
Liu, Jonathan J. ;
Lu, Chen D. ;
Kraus, Martin F. ;
Fujimoto, James G. ;
Huang, David .
OPHTHALMOLOGY, 2014, 121 (07) :1435-1444