Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

Abstract Diabetes is a globally prevalent disease that can cause visible microvascular complications such as diabetic retinopathy and macular edema in the human eye retina, the images of which are today used for manual disease screening and diagnosis. This labor-intensive task could greatly benefit...

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Bibliographic Details
Main Authors: Jaakko Sahlsten, Joel Jaskari, Jyri Kivinen, Lauri Turunen, Esa Jaanio, Kustaa Hietala, Kimmo Kaski
Format: Article
Language:English
Published: Nature Publishing Group 2019-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-019-47181-w