Convolutional Neural Networks for Diabetic Retinopathy

The diagnosis of diabetic retinopathy (DR) through colour fundus images requires experienced clinicians to identify the presence and significance of many small features which, along with a complex grading system, makes this a difficult and time consuming task. In this paper, we propose a CNN approac...

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Veröffentlicht in:	Procedia computer science Jg. 90; S. 200 - 205
Hauptverfasser:	Pratt, Harry, Coenen, Frans, Broadbent, Deborah M., Harding, Simon P., Zheng, Yalin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 2016
Schlagworte:	Convolutional Neural Networks Deep Learning Diabetes Diabetic Retinopathy Image Classification Image Classification Convolutional Neural Networks Diabetes Deep Learning Diabetic Retinopathy
ISSN:	1877-0509, 1877-0509
Online-Zugang:	Volltext
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