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
[11]   The diagnostic contribution of indocyanine green to fluorescein angiography in fellow drusen eyes of patients with wet age-related macular degeneration [J].
Landa, G. ;
Springer, A. ;
Bukelman, A. ;
Pollack, A. .
EUROPEAN JOURNAL OF OPHTHALMOLOGY, 2007, 17 (04) :615-619
[12]   FRACTAL ANALYSIS OF THE NORMAL HUMAN RETINAL FLUORESCEIN ANGIOGRAM [J].
LANDINI, G ;
MISSON, GP ;
MURRAY, PI .
CURRENT EYE RESEARCH, 1993, 12 (01) :23-27
[13]  
LANDINI G, 1995, INVEST OPHTH VIS SCI, V36, P2749
[14]   THE FRACTAL PROPERTIES OF RETINAL-VESSELS - EMBRYOLOGICAL AND CLINICAL IMPLICATIONS [J].
MAINSTER, MA .
EYE, 1990, 4 :235-241
[15]   OCT Angiography in Healthy Human Subjects [J].
Matsunaga, Douglas ;
Yi, Jack ;
Puliafito, Carmen A. ;
Kashani, Amir H. .
OPHTHALMIC SURGERY LASERS & IMAGING RETINA, 2014, 45 (06) :510-515
[16]   Angiography reveals novel features of the retinal vasculature in healthy and diabetic mice [J].
McLenachan, Samuel ;
Magno, Aaron Len ;
Ramos, David ;
Catita, Joana ;
McMenamin, Paul G. ;
Chen, Fred Kuanfu ;
Rakoczy, Elizabeth Piroska ;
Ruberte, Jesus .
EXPERIMENTAL EYE RESEARCH, 2015, 138 :6-21
[17]   FRACTALS AND OPHTHALMOLOGY [J].
MISSON, GP ;
LANDINI, G ;
MURRAY, PI .
LANCET, 1992, 339 (8797) :872-872
[18]  
Motti ED, 1989, J NEUROSURG, V65, P834
[19]  
NOVOTNY H R, 1960, Tech Doc Rep SAMTDR USAF Sch Aerosp Med, V60-82, P1
[20]   CHOROIDAL THICKNESS IN HEALTHY CHILDREN [J].
Park, Kyung-Ah ;
Oh, Sei Yeul .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2013, 33 (09) :1971-1976