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Dataset from fundus images for the study of diabetic retinopathy - MaRDI portal

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Dataset from fundus images for the study of diabetic retinopathy

From MaRDI portal



DOI10.5281/zenodo.4891308Zenodo4891308MaRDI QIDQ6688645

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 10 February 2021

Copyright license: No records found.



Description

This database containing 1437 color fundus images that were acquired at the Department of Ophthalmology of the Hospital de Clnicas, Facultad de Ciencias Mdicas, Universidad Nacional de Asuncin, Paraguay. The acquisition of retinal images was done taking into account a clinical procedure.The acquisition of the retinographies was made through the Visucam 500 camera of the Zeiss brand. Expert ophthalmologists have classified the dataset. These data can help doctors and researchers in the detection of cases of Non-Proliferative Diabetic Retinopathy (NPDR) and Proliferative Diabetic Retinopathy (PDR), in their different stages. The classification of fundus images have been done in 7 categories:1. No DR signs (711 images),2.Mild (or early) NPDR (6 images),3.Moderate NPDR (110 images),4.Severe NPDR (210 images),5.Very Severe NPDR (139 images),6. PDR (116 images)and7. Advanced PDR (145 images). If you use the dataset, please cite the paper: V. E. Castillo Bentez, I. Castro Matto, J. C. Mello Romn, J. L. Vzquez Noguera, M. Garca-Torres, J. Ayala, D. P. Pinto-Roa, P. E. Gardel-Sotomayor, J. Facon, and S. A. Grillo, Dataset from fundus images for the study of diabetic retinopathy,Data in Brief, vol. 36, p. 107068, Jun. 2021. doi:https://doi.org/10.1016/j.dib.2021.107068






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