M. D. Abramoff, M. K. Garvin, and M. Sonka, Retinal Imaging and Image Analysis, IEEE Reviews in Biomedical Engineering, vol.3, pp.169-208, 2010.
DOI : 10.1109/RBME.2010.2084567

L. Breiman, Random forests, Machine Learning, vol.45, issue.1, pp.5-32, 2001.
DOI : 10.1023/A:1010933404324

A. Buades, B. Coll, and J. M. Morel, A Non-Local Algorithm for Image Denoising, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pp.60-65, 2005.
DOI : 10.1109/CVPR.2005.38

T. C. Chen, B. Cense, M. C. Pierce, N. Nassif, B. H. Park et al., Spectral Domain Optical Coherence Tomography, Archives of Ophthalmology, vol.123, issue.12, pp.1715-1720, 2005.
DOI : 10.1001/archopht.123.12.1715

S. J. Chiu, X. T. Li, P. Nicholas, C. A. Toth, J. A. Izatt et al., Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation, Optics Express, vol.18, issue.18, pp.19413-19428, 2010.
DOI : 10.1364/OE.18.019413

P. Coupe, P. Hellier, C. Kervrann, and C. Barillot, Nonlocal Means-Based Speckle Filtering for Ultrasound Images, IEEE Transactions on Image Processing, vol.18, issue.10, pp.2221-2229, 2009.
DOI : 10.1109/TIP.2009.2024064
URL : https://hal.archives-ouvertes.fr/inserm-00428524

R. Kafieh, H. Rabbani, M. D. Abramoff, and M. Sonka, Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map, Medical Image Analysis, vol.17, issue.8, pp.907-928, 2013.
DOI : 10.1016/j.media.2013.05.006

G. Lema??trelema??tre, M. Rastgoo, and J. Massich, retinopathy: Miccai-omia-2015, 2015.

Y. Y. Liu, M. Chen, H. Ishikawa, G. Wollstein, J. S. Schuman et al., Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding, Medical Image Analysis, vol.15, issue.5, pp.748-759, 2011.
DOI : 10.1016/j.media.2011.06.005

T. Ojala, M. Pietikäinen, and T. Mäenpää, Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.24, issue.7, pp.971-987, 2002.

G. Quellec, K. Lee, M. Dolejsi, M. K. Garvin, M. D. Abramoff et al., Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula, IEEE Transactions on Medical Imaging, vol.29, issue.6, pp.1321-1330, 2010.
DOI : 10.1109/TMI.2010.2047023

J. M. Schmitt, S. Xiang, and K. M. Yung, Speckle in Optical Coherence Tomography, Journal of Biomedical Optics, vol.4, issue.1, pp.95-105, 1999.
DOI : 10.1117/1.429925

S. Sharma, A. Oliver-hernandez, W. Liu, and J. Walt, The impact of diabetic retinopathy on health-related quality of life, Current Opinion in Ophthalmology, vol.16, issue.3, pp.155-159, 2005.
DOI : 10.1097/01.icu.0000161227.21797.3d

J. Sivic and A. Zisserman, Video Google: a text retrieval approach to object matching in videos, Proceedings Ninth IEEE International Conference on Computer Vision, pp.1470-1477, 2003.
DOI : 10.1109/ICCV.2003.1238663

P. P. Srinivasan, L. A. Kim, P. S. Metttu, S. W. Cousins, G. M. Comer et al., Fully automated detection of diabetic macular edema and dry age-related macular degeneration from optical coherence tomography images, Biomedical Optics Express, vol.5, issue.10, pp.3568-3577, 2014.
DOI : 10.1364/BOE.5.003568

E. Trucco, A. Ruggeri, T. Karnowski, L. Giancardo, E. Chaum et al., Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal, Investigative Opthalmology & Visual Science, vol.54, issue.5, pp.3546-3569, 2013.
DOI : 10.1167/iovs.12-10347
URL : https://hal.archives-ouvertes.fr/hal-00824593

F. G. Venhuizen, B. Van-ginneken, B. Bloemen, M. J. Van-grisven, R. Philipsen et al., Automated age-related macular degeneration classification in oct using unsupervised feature learning, In: SPIE Medical Imaging, vol.9414, p.94141, 2015.

S. Wild, G. Roglic, A. Green, R. Sicree, and H. King, Global Prevalence of Diabetes: Estimates for the year 2000 and projections for 2030, Diabetes Care, vol.27, issue.5, pp.1047-1053, 2004.
DOI : 10.2337/diacare.27.5.1047

G. Zhao, T. Ahonen, J. Matas, and M. Pietikäinen, Rotation-Invariant Image and Video Description With Local Binary Pattern Features, IEEE Transactions on Image Processing, vol.21, issue.4, pp.1465-1477, 2012.
DOI : 10.1109/TIP.2011.2175739