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

, , , , и . Comput. Vis. Image Underst., (декабря 2023)

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José David Granado Alonso

Cecilia Alonso

Angel Alonso

Patricia Alonso Ruiz

Jesús Pérez Alonso

 

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OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN., , , и . Sensors, 22 (5): 2016 (2022)Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey., , , и . Neurocomputing, (2022)Assessment of Tear Film Surface Quality Using Dynamic-Area High-Speed Videokeratoscopy., , и . IEEE Trans. Biomed. Eng., 56 (5): 1473-1481 (2009)Computationally efficient interference detection in videokeratoscopy images., , и . MMSP, стр. 486-490. IEEE Signal Processing Society, (2008)Detection of clustered anomalies in single-voxel morphometry as a rapid automated method for identifying intracranial aneurysms., , , , , , и . Comput. Medical Imaging Graph., (2021)Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation., , , , и . Comput. Vis. Image Underst., (декабря 2023)Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance., , , , и . Comput. Biol. Medicine, (2023)Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography., , , , , и . DICTA, стр. 1-8. IEEE, (2020)OCT chorio-retinal segmentation with adversarial loss., , , , и . DICTA, стр. 1-8. IEEE, (2021)Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks., , , , , и . Neural Comput. Appl., 33 (13): 7393-7408 (2021)