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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 ...
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...
Feature Definition and Comprehensive Analysis on the Robust Identification of Intraretinal Cystoid Regions Using Optical Coherence Tomography Images
(Springer, 2022)
@udc.es
Marcos Ortega
mortega@udc.es
1 CITIC-Research Center of Information and Communication
Technologies, Universidade da Coruña, Campus de Elviña
s/n, 15071 A Coruña, Spain
2 Universidade da Coruña, Grupo VARPA, Instituto de
Investigación Biomédica de A...
, grant ref. ED431C 2020/24 and through the postdoctoral grant contract ref. ED481B 2021/059; Axencia Galega de Innovación (GAIN), Xunta de Galicia, grant ref. IN845D 2020/38; CITIC, Centro de Investigación de Galicia ref. ED431G 2019/01, receives...
, grant ref. ED431C 2020/24 and through the postdoctoral grant contract ref. ED481B 2021/059; Axencia Galega de Innovación (GAIN), Xunta de Galicia, grant ref. IN845D 2020/38; CITIC, Centro de Investigación de Galicia ref. ED431G 2019/01, receives...
Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration
(Springer Science and Business Media Deutschland GmbH, 2022)
[Abstract]: In the field of ophthalmology, different imaging modalities are commonly used to carry out different clinical diagnostic procedures. Currently, both optical coherence tomography (OCT) and optical coherence ...
Robust deep learning-based approach for retinal layer segmentation in optical coherence tomography images
(Springer Science and Business Media Deutschland GmbH, 2022)
[Abstract]: In recent years, the medical image analysis field has experienced remarkable growth. Advances in computational power have made it possible to create increasingly complex diagnostic support systems based on deep ...
Fully Automatic Method for the Visual Acuity Estimation Using OCT Angiographies
(MDPI AG, 2020-09-04)
Ortega 1,2
1 Centro de investigación CITIC, Universidade da Coruña, 15001 A Coruña, Spain; jnovo@udc.es (J.N.);
mgpenedo@udc.es (M.G.P.); mortega@udc.es (M.O.)
2 Grupo VARPA, Instituto de Investigación Biomédica de A Coruña (INIBIC), Universidade da...
. This research was funded by CITIC, Centro de Investigación de Galicia ref. ED431G 2019/01 that receives financial support from Consellería de Educación, Universidade e Formación Profesional, Xunta de Galicia, through the ERDF (80%) and Secretaría Xeral de...
. This research was funded by CITIC, Centro de Investigación de Galicia ref. ED431G 2019/01 that receives financial support from Consellería de Educación, Universidade e Formación Profesional, Xunta de Galicia, through the ERDF (80%) and Secretaría Xeral de...
Data Extraction in Insurance Photo-Inspections Using Computer Vision
(MDPI AG, 2020-08-21)
Union (European Regional Development Fund—ERDF) as part of the RTC-2017-5908-7 research project. We wish
to acknowledge the support received from the Centro de Investigación de Galicia CITIC, funded by Consellería
de Educación, Universidade e Formación...
Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images
(MDPI AG, 2020-04-03)
1,2 , José Rouco 1,2 ,
Manuel G. Penedo 1,2 and Marcos Ortega 1,2
1 Centro de investigación CITIC, Universidade da Coruña, 15071 A Coruña, Spain;
joaquim.demoura@udc.es (J.d.M.); jnovo@udc.es (J.N.); jrouco@udc.es (J.R.); mgpenedo@udc.es (M...
.G.P.); mortega@udc.es (M.O.) 2 Grupo VARPA, Instituto de Investigación Biomédica de A Coruña (INIBIC), Universidade da Coruña, 15006 A Coruña, Spain * Correspondence: placido.francisco.lizancos.vidal@udc.es Received: 3 March 2020; Accepted: 31 March 2020...
.G.P.); mortega@udc.es (M.O.) 2 Grupo VARPA, Instituto de Investigación Biomédica de A Coruña (INIBIC), Universidade da Coruña, 15006 A Coruña, Spain * Correspondence: placido.francisco.lizancos.vidal@udc.es Received: 3 March 2020; Accepted: 31 March 2020...
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images
(Elsevier, 2020-04)
[Abstract]: Background and objectives:The analysis of the retinal vasculature plays an important role in the diagnosis of many ocular and systemic diseases. In this context, the accurate detection of the vessel crossings ...
