I'm doing a project to detect signs of Alzheimer's related macular degeneration, for which I would require a dataset of healthy and AD retinal images (ideally also in different stages of the disease), any suggestions of pre-existing datasets or how I might go about cobbling one together? Size and quality of the dataset aren't super high priority as it's a small POC.
These are some good papers in your area. You can contact authors for the dataset:
Archibald NK, Clarke MP, Mosimann UP, Burn DJ. The retina in Parkinson’s disease. Brain. 2009;132(Pt 5):1128–1145
Lee JY, Ahn J, Kim TW, Jeon BS. Optical coherence tomography in Parkinson’s disease: is the retina a biomarker? J Parkinson’s Dis. 2014;4(2):197–204.
Berisha F, Feke GT, Tempe CL, McMeel JW, Schepens CL. Retinal abnormalities in early Alzheimer’s disease. Invest Ophthalmol Vis Sci. 2007;48(5):2285–2289
I thjnk there large free data bases thats you can get clinical images for free. Just type google and you can alternative sources. Also read some papers and try to find where they got their data set from
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