Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks

We developed a fully automated system using a convolutional neural network (CNN) for total retina segmentation in optical coherence tomography (OCT) that is robust to the presence of severe retinal pathology. A generalized U-net network architecture was introduced to include the large context needed...

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Veröffentlicht in:	Biomedical optics express 2017-07, Vol.8 (7), p.3292-3316
Hauptverfasser:	Venhuizen, Freerk G, van Ginneken, Bram, Liefers, Bart, van Grinsven, Mark J J P, Fauser, Sascha, Hoyng, Carel, Theelen, Thomas, Sánchez, Clara I
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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