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Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images
(EasyChair, 2023-02-16)
[Absctract]: The Epiretinal Membrane (ERM) is an ocular pathology that causes visual distortion.
In order to detect and treat the ERM, ophthalmologists visually inspect Optical Coherence
Tomography (OCT) images.This is ...
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
(Springer, 2023-02-10)
[Absctract]: The Epiretinal Membrane (ERM) is an ocular pathology that can cause permanent visual loss if left untreated for long. Despite its transparency, it is possible to visualise the ERM in Optical Coherence Tomography ...
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
(Elsevier Ireland Ltd, 2023-02)
Centro de Investigación CITIC, Universidade da Coruña, A Coruña, Spain
b VARPA Research Group, Instituto de Investigación Biomédica de A Coru ´na (INIBIC), Universidade da Coruña, A Coruña, Spain
c Department of Ophthalmology, Hospital Clínico San...
Carlos, Instituto de Investigación Sanitaria (IdISSC), Madrid, Spain d Department of Ophthalmology, Centro Internacional de Oftalmología Avanzada, Madrid, Spain a r t i c l e i n f o Article history: Received 24 March 2022 Revised 16 November 2022...
Carlos, Instituto de Investigación Sanitaria (IdISSC), Madrid, Spain d Department of Ophthalmology, Centro Internacional de Oftalmología Avanzada, Madrid, Spain a r t i c l e i n f o Article history: Received 24 March 2022 Revised 16 November 2022...
Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images
(Springer, 2023-01-24)
de Moura
joaquim.demoura@udc.es
Pla´cido Vidal
placido.francisco.lizancos.vidal@udc.es
Jorge Novo
jnovo@udc.es
Marcos Ortega
mortega@udc.es
1 Centro de investigacio´n CITIC, Universidade da Corun˜a,
Campus de Elvin˜a, s/n, A Corun˜a, 15071, Galicia...
, Spain 2 Grupo VARPA, Instituto de Investigacio´n Biome´dica de A Corun˜a (INIBIC), Universidade da Corun˜a, Xubias de Arriba, 84, A Corun˜a, 15006, Galicia, Spain would die each year). Moreover, 79% of these cases live in developed countries, being...
, Spain 2 Grupo VARPA, Instituto de Investigacio´n Biome´dica de A Corun˜a (INIBIC), Universidade da Corun˜a, Xubias de Arriba, 84, A Corun˜a, 15006, Galicia, Spain would die each year). Moreover, 79% of these cases live in developed countries, being...
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets
(Springer, 2023-01-21)
de Investigacio´n de
Galicia (grant number ED431G 2019/01), receives financial support
from Consellerı´a de Educacio´n, Universidade e Formacio´n Profe-
sional, Xunta de Galicia, through the ERDF (80%) and Secretarı´a
Medical & Biological Engineering...
Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders
(Elsevier, 2023)
. Vidal, Joaquim de Moura ∗, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Centro de investigación CITIC, Universidade da Coruña, Campus de Elviña, s/n, 15071 A Coruña, SpainGrupo VARPA, Instituto de Investigación Biomédica de A Coruña (INIBIC), Universidade...
Context encoder transfer learning approaches for retinal image analysis
(Elsevier Ltd, 2023-01)
[Abstract]: During the last years, deep learning techniques have emerged as powerful alternatives to solve biomedical image analysis problems. However, the training of deep neural networks usually needs great amounts of ...
Integrando a linguaxe inclusiva no currículo universitario: un caso de estudo no Grao en Inglés da UDC
(Águeda Gómez Suárez, Ana Neira Pena e Marta Pérez Pereiro: Universidade de Vigo; Universidade da Coruña; Universidade de Santiago de Compostela, 2023)
Universitarias, Nova York, (210-225).
• Jiménez, María Luisa, et al. (2011): “Lenguaje no sexista y barreras a su utilización. Un estudio en el ámbito universitario”, Revista de
investigación en educación, Vol. 9, 2, (174-183).
• Martínez, Carlos (2021...
Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening
(EasyChair, 2023)
[Abstract]: COVID-19 is a disease whose gold standard diagnosis tool, RT-PCR, is unable to provide accurate quantification of its severity in a given patient. Currently, this assessment can be performed with the help of ...
Computerized tool for the automatic segmentation of DRT edemas using OCT scans
(IOP Publishing, 2023)
[Abstract]: This chapter presents a software tool for the automated segmentation of diffuse retinal thickening regions from optical coherence tomography (OCT) images. For this purpose, two retinal regions were defined and ...
