Contains open access ophthalmic data sets, curated for the use in R.
eyedata is also a supplement package to the eye package (eye on CRAN)
You can install eyedata from
CRAN using
install.packages("eyedata")
or you can install the development version from github:
# install.packages("devtools")
devtools::install_github("tjebo/eyedata")eyedata contains five anonymized real life data sets from patients
treated in Moorfields Eye Hospital, London, UK. Kindly reference those
data sets by citing the corresponding publications.
- amd: (Fu et al. 2020) 12 year data of patients with treatment-naive neovascular age-related macular degeneration (AMD) who received intravitreal anti-VEGF therapy. original data
- amd2: (Fasler et al. 2019) Eyes with treatment-naive neovascular age-related macular degeneration (AMD) who received intravitreal anti-VEGF therapy. original data
- amd3: (Arpa et al. 2020) Eyes with treatment-naive neovascular age-related macular degeneration (AMD) who received intravitreal anti-VEGF therapy.
- dme: (Kern et al. 2020) and (Fu and Keane 2020) Patients with diabetic macular edema (DME) who received intravitreal anti-VEGF therapy. original data
- amdoct: (Moraes et al. 2020) OCT segmentation data of patients undergoing treatment for neovascular AMD. original data
Arpa, Cristina, Hagar Khalid, Shruti Chandra, Siegfried Wagner, Katrin Fasler, Livia Faes, Pakinee Pooprasert, et al. 2020. “Ten-Year Survival Trends of Neovascular Age-Related Macular Degeneration at First Presentation.” British Journal of Ophthalmology. https://doi.org/10.1136/bjophthalmol-2020-317161.
Fasler, Katrin, Gabriella Moraes, Siegfried Wagner, Karsten U Kortuem, Reena Chopra, Livia Faes, Gabriella Preston, et al. 2019. “One- and Two-Year Visual Outcomes from the Moorfields Age-Related Macular Degeneration Database: A Retrospective Cohort Study and an Open Science Resource.” BMJ Open 9 (6). https://doi.org/10.1136/bmjopen-2018-027441.
Fu, Dun Jack, and Pearse Keane. 2020. Anti-Vegf Therapy in Diabetic Macular Oedema Patients over Four Years. Dryad. https://doi.org/10.5061/dryad.pzgmsbcfw.
Fu, Dun Jack, Tiarnan D. Keenan, Livia Faes, Ernest Lim, Siegfried K. Wagner, Gabriella Moraes, Josef Huemer, et al. 2020. “Insights From Survival Analyses During 12 Years of Anti–Vascular Endothelial Growth Factor Therapy for Neovascular Age-Related Macular Degeneration.” JAMA Ophthalmology, November. https://doi.org/10.1001/jamaophthalmol.2020.5044.
Kern, Christoph, Dun Jack Fu, Josef Huemer, Livia Faes, Siegfried K. Wagner, Karsten Kortuem, Praveen J. Patel, et al. 2020. “An Open-Source Data Set of Anti-VEGF Therapy in Diabetic Macular Oedema Patients over 4 Years and Their Visual Acuity Outcomes.” Eye, June. https://doi.org/10.1038/s41433-020-1048-0.
Moraes, Gabriella, Dun Jack Fu, Marc Wilson, Hagar Khalid, Siegfried K. Wagner, Edward Korot, Daniel Ferraz, et al. 2020. “Quantitative Analysis of Optical Coherence Tomography for Neovascular Age-Related Macular Degeneration Using Deep Learning.” Ophthalmology. https://doi.org/https://doi.org/10.1016/j.ophtha.2020.09.025.