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

Freerk G. Venhuizen; Bram van Ginneken; Bart Liefers; Mark J.J.P. van Grinsven; Sascha Fauser; Carel Hoyng; Thomas Theelen; Clara I. Sánchez

doi:10.1364/boe.8.003292

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

Biomedical Optics Express ◽

10.1364/boe.8.003292 ◽

2017 ◽

Vol 8 (7) ◽

pp. 3292 ◽

Cited By ~ 56

Author(s):

Freerk G. Venhuizen ◽

Bram van Ginneken ◽

Bart Liefers ◽

Mark J.J.P. van Grinsven ◽

Sascha Fauser ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence

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Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2020.2974158 ◽

2020 ◽

Vol 8 ◽

pp. 34387-34397 ◽

Cited By ~ 2

Author(s):

Mohammed Ghazal ◽

Samr Samir Ali ◽

Ali H. Mahmoud ◽

Ahmed M. Shalaby ◽

Ayman El-Baz

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Diabetic Retinopathy ◽

Convolutional Neural Networks ◽

Proliferative Diabetic Retinopathy ◽

Optical Coherence ◽

Accurate Detection

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Automatic Segmentation of Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks

Frontiers in Medicine ◽

10.3389/fmed.2020.00220 ◽

2020 ◽

Vol 7 ◽

Cited By ~ 1

Author(s):

Rocío del Amor ◽

Sandra Morales ◽

Adrián Colomer ◽

Mette Mogensen ◽

Mikkel Jensen ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Normal Skin ◽

Automatic Segmentation ◽

Hair Follicles ◽

Optical Coherence

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Classification of Optical Coherence Tomography using Convolutional Neural Networks

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies ◽

10.5220/0009091001680175 ◽

2020 ◽

Author(s):

A. Saraiva ◽

D. Santos ◽

Pimentel Pedro ◽

Jose Sousa ◽

N. Ferreira ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence

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Coronary calcification identification in optical coherence tomography using convolutional neural networks

Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging ◽

10.1117/12.2293753 ◽

2018 ◽

Author(s):

Dario Augusto Borges Oliveira ◽

Pedro Nicz ◽

Carlos Campos ◽

Pedro Lemos ◽

Maysa M. G. Macedo ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Coronary Calcification ◽

Optical Coherence

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Deep convolutional neural networks for the detection of macular diseases from optical coherence tomography images

Journal of Physics Conference Series ◽

10.1088/1742-6596/1567/2/022076 ◽

2020 ◽

Vol 1567 ◽

pp. 022076

Author(s):

I Kharisudin ◽

M F Az-Zahra ◽

E R Winarti ◽

S B Waluya

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence ◽

Deep Convolutional Neural Networks ◽

Macular Diseases

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Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098495 ◽

2020 ◽

Author(s):

Ziyi Huang ◽

Yu Gan ◽

Theresa Lye ◽

Darnel Theagene ◽

Spandana Chintapalli ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence ◽

Uncertainty Measures

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Choroid segmentation from Optical Coherence Tomography with graph-edge weights learned from deep convolutional neural networks

Neurocomputing ◽

10.1016/j.neucom.2017.01.023 ◽

2017 ◽

Vol 237 ◽

pp. 332-341 ◽

Cited By ~ 59

Author(s):

Xiaodan Sui ◽

Yuanjie Zheng ◽

Benzheng Wei ◽

Hongsheng Bi ◽

Jianfeng Wu ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence ◽

Deep Convolutional Neural Networks

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Fovea detection in optical coherence tomography using convolutional neural networks

10.1117/12.2254301 ◽

2017 ◽

Author(s):

Bart Liefers ◽

Freerk G. Venhuizen ◽

Thomas Theelen ◽

Carel Hoyng ◽

Bram van Ginneken ◽

...

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence

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Ensemble Learning Based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography Images

2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms49503.2020.00106 ◽

2020 ◽

Author(s):

Jongwoo Kim ◽

Loc Tran

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Ensemble Learning ◽

Convolutional Neural Networks ◽

Retinal Diseases ◽

Optical Coherence

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Deep convolutional neural networks: Outperforming established algorithms in the evaluation of industrial optical coherence tomography (OCT) images of pharmaceutical coatings

International Journal of Pharmaceutics X ◽

10.1016/j.ijpx.2020.100058 ◽

2020 ◽

Vol 2 ◽

pp. 100058

Author(s):

Matthias Wolfgang ◽

Michael Weißensteiner ◽

Phillip Clarke ◽

Wen-Kai Hsiao ◽

Johannes G. Khinast

Keyword(s):

Neural Networks ◽

Optical Coherence Tomography ◽

Convolutional Neural Networks ◽

Optical Coherence ◽

Deep Convolutional Neural Networks

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