López-Varela, EmilioBarreira, NoeliaOlivier Pascual, NuriaQuezada-Sánchez, JohnnyOreja-Guevara, Celia2024-05-222024-05-222023-12E. López-Varela, N. Barreira, N. Olivier, J. Quezada-Sánchez, C. Oreja-Guevara, "Visualization of pathological changes in retinal layer thickness using optical coherence tomography", BioIntegraSaúde (BIS 2023), BioIntegraSaúde (BIS 2023), 14/12/2023, A Coruña, December 2023.http://hdl.handle.net/2183/36581[Abstract]: Optical Coherence Tomography (OCT) is a non-invasive imaging technique that provides high-resolution cross-sectional images of biological tissues. Biomarkers such as the thickness of retinal layers can be used for the evaluation of several diseases such as glaucoma or multiple sclerosis. In this work, we create the thickness profiles of healthy and pathological eyes using a statistical model and developed a methodology to compare the thickness profiles of OCT images with the models and visually inspect the abnormal areas. This approach allows for a quick assessment of the retinal layers health, assisting clinicians and easing the diagnostic burden.engTodos os dereitos reservados. All rights reserved.Optical Coherence TomographyVisualizationRetinal layerDeep learningconference outputopen access