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Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation.

, , , , and . Comput. Vis. Image Underst., (December 2023)

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Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey., , , and . Neurocomputing, (2022)OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN., , , and . Sensors, 22 (5): 2016 (2022)Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography., , , , , and . DICTA, page 1-8. IEEE, (2020)OCT chorio-retinal segmentation with adversarial loss., , , , and . DICTA, page 1-8. IEEE, (2021)Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks., , , , , and . Neural Comput. Appl., 33 (13): 7393-7408 (2021)Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods., , , , , , and . ACCV Workshops, volume 11367 of Lecture Notes in Computer Science, page 215-228. Springer, (2018)OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation., , , and . DICTA, page 1-8. IEEE, (2021)Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images., , , , , , and . DICTA, page 1-8. IEEE, (2021)Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks., , , , , and . DICTA, page 1-8. IEEE, (2019)Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation., , , , and . Comput. Vis. Image Underst., (December 2023)