Choriocapillaris evaluation in choroideremia using optical coherence tomography angiography

Biomedical Optics Express

Volumn 8, Issue 1, 2017, Pages 48-56

  Gao, Simon S ^a   Patel, Rachel C ^a   Jain, Nieraj ^a,b   Zhang, Miao ^a   Weleber, Richard G ^a   Huang, David ^a   Pennesi, Mark E ^a   Jia, Yali ^a  

^a OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

^b EMORY UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Image processing; Medical and biological imaging; Ophthalmology; Optical coherence tomography

Indexed keywords

ANGIOGRAPHY; CLASSIFICATION (OF INFORMATION); DECISION TREES; GRADING; IMAGE PROCESSING; LEARNING SYSTEMS; MEDICAL IMAGING; OPHTHALMOLOGY; OPTICAL DATA PROCESSING; SUPERVISED LEARNING; TOMOGRAPHY;

DEGENERATIVE DISEASE; DISEASE STATE; IMAGE ARTIFACTS; MEDICAL AND BIOLOGICAL IMAGING; METABOLIC DEMANDS; RANDOM FOREST CLASSIFIER; SPATIAL IMAGES; SUPERVISED MACHINE LEARNING;

OPTICAL TOMOGRAPHY;

ADULT; AGED; ANGIOGRAPHY; ARTICLE; CHOROID CAPILLARY LAYER; CHOROIDEREMIA; DIFFERENTIAL THRESHOLD; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; OPTICAL COHERENCE TOMOGRAPHY; OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY;

EID: 85008949749     PISSN: None     EISSN: 21567085     Source Type: Journal    
DOI: 10.1364/BOE.8.000048     Document Type: Article

References (21)

1. N. Jain, Y. Jia, S. S. Gao, X. Zhang, R. G. Weleber, D. Huang, and M. E. Pennesi, “Optical Coherence Tomography Angiography in Choroideremia: Correlating Choriocapillaris Loss With Overlying Degeneration,” JAMA Ophthalmol. 134 (6), 697–702 (2016).
2. R. F. Spaide, J. G. Fujimoto, and N. K. Waheed, “Image Artifacts in Optical Coherence Tomography Angiography,” Retina 35 (11), 2163–2180 (2015).
3. S. S. Gao, Y. Jia, M. Zhang, J. P. Su, G. Liu, T. S. Hwang, S. T. Bailey, and D. Huang, “Optical Coherence Tomography Angiography,” Invest. Ophthalmol. Vis. Sci. 57 (9), 27–36 (2016).
4. T. E. de Carlo, M. A. Bonini Filho, A. T. Chin, M. Adhi, D. Ferrara, C. R. Baumal, A. J. Witkin, E. Reichel, J. S. Duker, and N. K. Waheed, “Spectral-domain optical coherence tomography angiography of choroidal neovascularization,” Ophthalmology 122 (6), 1228–1238 (2015).
5. L. Kuehlewein, M. Bansal, T. L. Lenis, N. A. Iafe, S. R. Sadda, M. A. Bonini Filho, T. E. De Carlo, N. K. Waheed, J. S. Duker, and D. Sarraf, “Optical Coherence Tomography Angiography of Type 1 Neovascularization in Age-Related Macular Degeneration,” Am. J. Ophthalmol. 160 (4), 739–748 (2015).
6. E. A. Boese, N. Jain, Y. Jia, C. L. Schlechter, C. O. Harding, S. S. Gao, R. C. Patel, D. Huang, R. G. Weleber, M. B. Gillingham, and M. E. Pennesi, “Characterization of Chorioretinopathy Associated with Mitochondrial Trifunctional Protein Disorders: Long-Term Follow-up of 21 Cases,” Ophthalmology 123 (10), 2183–2195 (2016).
7. L. Breiman, “Random Forests,” Mach. Learn. 45 (1), 5–32 (2001).
8. J. V. Soares, J. J. Leandro, R. M. Cesar Júnior, H. F. Jelinek, and M. J. Cree, “Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification,” IEEE Trans. Med. Imaging 25 (9), 1214–1222 (2006).
9. M. Haghighat, S. Zonouz, and M. Abdel-Mottaleb, “CloudID: Trustworthy cloud-based and cross-enterprise biometric identification,” Expert Syst. Appl. 42 (21), 7905–7916 (2015).
10. S. S. Gao, G. Liu, D. Huang, and Y. Jia, “Optimization of the split-spectrum amplitude-decorrelation angiography algorithm on a spectral optical coherence tomography system,” Opt. Lett. 40 (10), 2305–2308 (2015).
11. Y. Jia, O. Tan, J. Tokayer, B. Potsaid, Y. Wang, J. J. Liu, M. F. Kraus, H. Subhash, J. G. Fujimoto, J. Hornegger, and D. Huang, “Split-spectrum amplitude-decorrelation angiography with optical coherence tomography,” Opt. Express 20 (4), 4710–4725 (2012).
12. M. F. Kraus, J. J. Liu, J. Schottenhamml, C. L. Chen, A. Budai, L. Branchini, T. Ko, H. Ishikawa, G. Wollstein, J. Schuman, J. S. Duker, J. G. Fujimoto, and J. Hornegger, “Quantitative 3D-OCT motion correction with tilt and illumination correction, robust similarity measure and regularization,” Biomed. Opt. Express 5 (8), 2591–2613 (2014).
13. O. Tan, G. Li, A. T. Lu, R. Varma, and D. Huang; Advanced Imaging for Glaucoma Study Group, “Mapping of macular substructures with optical coherence tomography for glaucoma diagnosis,” Ophthalmology 115 (6), 949-956 (2008).
14. M. Zhang, J. Wang, A. D. Pechauer, T. S. Hwang, S. S. Gao, L. Liu, L. Liu, S. T. Bailey, D. J. Wilson, D. Huang, and Y. Jia, “Advanced image processing for optical coherence tomographic angiography of macular diseases,” Biomed. Opt. Express 6 (12), 4661–4675 (2015).
15. S. S. Gao, Y. Jia, L. Liu, M. Zhang, H. L. Takusagawa, J. C. Morrison, and D. Huang, “Compensation for Reflectance Variation in Vessel Density Quantification by Optical Coherence Tomography Angiography,” Invest. Ophthalmol. Vis. Sci. 57 (10), 4485–4492 (2016).
16. M. E. Nongpiur, B. A. Haaland, D. S. Friedman, S. A. Perera, M. He, L. L. Foo, M. Baskaran, L. M. Sakata, T. Y. Wong, and T. Aung, “Classification algorithms based on anterior segment optical coherence tomography measurements for detection of angle closure,” Ophthalmology 120 (1), 48–54 (2013).
17. A. Lang, A. Carass, E. K. Swingle, O. Al-Louzi, P. Bhargava, S. Saidha, H. S. Ying, P. A. Calabresi, and J. L. Prince, “Automatic segmentation of microcystic macular edema in OCT,” Biomed. Opt. Express 6 (1), 155–169 (2015).
18. L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regression Trees (CRC Press, Boca Raton, FL, 1984).
19. L. Liu, S. S. Gao, S. T. Bailey, D. Huang, D. Li, and Y. Jia, “Automated choroidal neovascularization detection algorithm for optical coherence tomography angiography,” Biomed. Opt. Express 6 (9), 3564–3576 (2015).
20. S. S. Gao, L. Liu, S. T. Bailey, C. J. Flaxel, D. Huang, D. Li, and Y. Jia, “Quantification of choroidal neovascularization vessel length using optical coherence tomography angiography,” J. Biomed. Opt. 21 (7), 076010 (2016).
21. M. Zhang, T. S. Hwang, J. P. Campbell, S. T. Bailey, D. J. Wilson, D. Huang, and Y. Jia, “Projection-resolved optical coherence tomographic angiography,” Biomed. Opt. Express 7 (3), 816–828 (2016).