Deep Learning Retinal Vessel Segmentation from a Single Annotated Example: An Application of Cyclic Generative Adversarial Neural Networks

2018 ◽  
pp. 82-91 ◽  
Author(s):  
Praneeth Sadda ◽  
John A. Onofrey ◽  
Xenophon Papademetris
Keyword(s):  
Neural Networks ◽  
Deep Learning ◽  
Retinal Vessel ◽  
Vessel Segmentation ◽  
Retinal Vessel Segmentation

An automatic retinal vessel segmentation approach based on Convolutional Neural Networks

2021 ◽  
pp. 115459
Author(s):  
Chala Mohamed ◽  
Benayad Nsiri ◽  
My Hachem El yousfi Alaoui ◽  
Soulaymani Abdelmajid ◽  
Mokhtari Abdelghani ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Retinal Vessel ◽  
Vessel Segmentation ◽  
Segmentation Approach ◽  
Retinal Vessel Segmentation

scholarly journals A Deep-Learning Approach for Automated OCT En-Face Retinal Vessel Segmentation in Cases of Optic Disc Swelling Using Multiple En-Face Images as Input

2020 ◽  
Vol 9 (2) ◽  
pp. 17
Author(s):  
Mohammad Shafkat Islam ◽  
Jui-Kai Wang ◽  
Samuel S. Johnson ◽  
Matthew J. Thurtell ◽  
Randy H. Kardon ◽  
...  
Keyword(s):  
Deep Learning ◽  
Optic Disc ◽  
Retinal Vessel ◽  
Vessel Segmentation ◽  
Learning Approach ◽  
Face Images ◽  
En Face ◽  
Retinal Vessel Segmentation ◽  
Optic Disc Swelling

DEEP LEARNING BASED RETINAL VESSEL SEGMENTATION: A REVIEW

2020 ◽  
Vol 9 (6) ◽  
pp. 3827-3837
Author(s):  
N. Singh ◽  
D. Bansal ◽  
D. Nagpal
Keyword(s):  
Deep Learning ◽  
Retinal Vessel ◽  
Vessel Segmentation ◽  
Retinal Vessel Segmentation
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