Review Papers in Retinal Image Analysis

  1. Teng, T., M. Lefley, and D. Claremont. “Progress towards automated diabetic ocular screening: a review of image analysis and intelligent systems for diabetic retinopathy.” Medical and Biological Engineering and Computing40.1 (2002): 2-13. link
  2. Patton, Niall, et al. “Retinal image analysis: concepts, applications and potential.” Progress in retinal and eye research 25.1 (2006): 99-127. link
  3. Abràmoff, Michael D., Mona K. Garvin, and Milan Sonka. “Retinal imaging and image analysis.” IEEE reviews in biomedical engineering 3 (2010): 169-208. link
  4. Bernardes, Rui, Pedro Serranho, and Conceição Lobo. “Digital ocular fundus imaging: a review.” Ophthalmologica 226.4 (2011): 161-181. link
  5. Faust, Oliver, et al. “Algorithms for the automated detection of diabetic retinopathy using digital fundus images: a review.” Journal of medical systems 36.1 (2012): 145-157. link
  6. Fraz, Muhammad Moazam, et al. “Blood vessel segmentation methodologies in retinal images–a survey.” Computer methods and programs in biomedicine 108.1 (2012): 407-433. link
  7. Haleem, Muhammad Salman, et al. “Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: a review.” Computerized medical imaging and graphics 37.7 (2013): 581-596. link
  8. Mookiah, Muthu Rama Krishnan, et al. “Computer-aided diagnosis of diabetic retinopathy: A review.” Computers in biology and medicine 43.12 (2013): 2136-2155. link
  9. Yogesan Kanagasingama, Alauddin Bhuiyana, Michael D. Abràmoff, R. Theodore Smithd, Leonard Goldschmidte, Tien Y. Wong “Progress on retinal image analysis for age related macular degeneration” Progress in Retinal and Eye Research Volume 38, (2014), Pages 20–42. link


Retinal image Datasets