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

An automatic retinal vessel segmentation approach based on Convolutional Neural Networks

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115459 ◽

2021 ◽

pp. 115459

Author(s):

Chala Mohamed ◽

Benayad Nsiri ◽

My Hachem El yousfi Alaoui ◽

Soulaymani Abdelmajid ◽

Mokhtari Abdelghani ◽

...

Keyword(s):

Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Segmentation Approach ◽

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Retinal Vessel Segmentation using Round-wise Features Aggregation on Bracket-shaped Convolutional Neural Networks

10.1109/embc.2019.8856552 ◽

2019 ◽

Cited By ~ 2

Author(s):

Cam-Hao Hua ◽

Thien Huynh-The ◽

Sungyoung Lee

Keyword(s):

Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Analysis of Retinal Vessel Segmentation with Deep Learning and its Effect on Diabetic Retinopathy Classification

2018 International Conference on Intelligent and Advanced System (ICIAS) ◽

10.1109/icias.2018.8540642 ◽

2018 ◽

Cited By ~ 4

Author(s):

A.B. Aujih ◽

L.I. Izhar ◽

F. Meriaudeau ◽

Mohd Ibrahim Shapiai

Keyword(s):

Diabetic Retinopathy ◽

Deep Learning ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Retinal vessel segmentation based on Fully Convolutional Neural Networks

Expert Systems with Applications ◽

10.1016/j.eswa.2018.06.034 ◽

2018 ◽

Vol 112 ◽

pp. 229-242 ◽

Cited By ~ 60

Author(s):

Américo Oliveira ◽

Sérgio Pereira ◽

Carlos A. Silva

Keyword(s):

Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Fully Convolutional Neural Networks ◽

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

Translational Vision Science & Technology ◽

10.1167/tvst.9.2.17 ◽

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

Computer-aided retinal vessel segmentation in retinal images: convolutional neural networks

Multimedia Tools and Applications ◽

10.1007/s11042-020-09372-w ◽

2020 ◽

Author(s):

Esin Uysal ◽

Gür Emre Güraksin

Keyword(s):

Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Retinal Images ◽

Computer Aided ◽

Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8851844 ◽

2019 ◽

Cited By ~ 2

Author(s):

Alvaro S. Hervella ◽

Jose Rouco ◽

Jorge Novo ◽

Marcos Ortega

Keyword(s):

Deep Learning ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Multimodal Data ◽

Exploiting Residual Edge Information in Deep Fully Convolutional Neural Networks For Retinal Vessel Segmentation

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207411 ◽

2020 ◽

Author(s):

Tariq M. Khan ◽

Syed S. Naqvi ◽

Muhammad Arsalan ◽

Muhamamd Aurangzeb Khan ◽

Haroon A. Khan ◽

...

Keyword(s):

Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Edge Information ◽

Fully Convolutional Neural Networks ◽

DEEP LEARNING BASED RETINAL VESSEL SEGMENTATION: A REVIEW

Advances in Mathematics: Scientific Journal ◽

10.37418/amsj.9.6.62 ◽

2020 ◽

Vol 9 (6) ◽

pp. 3827-3837

Author(s):

N. Singh ◽

D. Bansal ◽

D. Nagpal

Keyword(s):

Deep Learning ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Proceedings of the 10th International Conference on Computer Vision Theory and Applications ◽

Retinal Vessel Segmentation using Deep Neural Networks

10.5220/0005313005770582 ◽

2015 ◽

Cited By ~ 45

Author(s):

Martina Melinscak ◽

Pavle Prentasic ◽

Sven Loncaric

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽