Detection and Characterization of the Sclera - Evaluation of Eye Gestural Reactions to Auditory Stimuli. - Alba Fernández; Joaquim de Moura; Marcos Ortega 001; Manuel G. Penedo (VISAPP (2), 2015)

Vessel Tree Extraction and Depth Estimation with OCT Images. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Noelia Barreira; Manuel G. Penedo (CAEPIA, 2016)

3D Retinal Vessel Tree Segmentation and Reconstruction with OCT Images. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Pablo Charlón (ICIAR, 2016)

Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (AIME, 2017)

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Noelia Barreira; Manuel G. Penedo (EUROCAST (2), 2017)

Automatic Retinal Vascularity Identification and Artery/Vein Classification Using Near-Infrared Reflectance Retinographies. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Noelia Barreira; Pablo Charlón (VISIGRAPP (Revised Selected Papers), 2017)

Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. - Sergio Baamonde; Joaquim de Moura; Jorge Novo; José Rouco; Marcos Ortega 001 (ICIAP (2), 2017)

Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-Based Approach. - Gabriela Samagaio; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ICIAP (2), 2017)

Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns. - Sergio Baamonde; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (IWANN (1), 2017)

Automatic Detection of Blood Vessels in Retinal OCT Images. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (IWINAC (2), 2017)

Automatic vessel detection by means of brightness profile characterization in OCT images. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (KES, 2017)

Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Marcos Ortega 001 (KES, 2017)

Artery/vein Classification of Blood Vessel Tree in Retinal Imaging. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Noelia Barreira; Pablo Charlón (VISIGRAPP (4: VISAPP), 2017)

Enhanced visualization of the retinal vasculature using depth information in OCT. - Joaquim de Moura; Jorge Novo; Pablo Charlón; Noelia Barreira; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2017)

Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images. - Joaquim de Moura; Jorge Novo; Susana Penas; Marcos Ortega 001; Jorge Alves Silva; Ana Maria Mendonça (KES, 2018)

Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images. - Gabriela Samagaio; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (KES, 2018)

Automatic Identification of Macular Edema in Optical Coherence Tomography Images. - Gabriela Samagaio; Aída Estévez; Joaquim de Moura; Jorge Novo; Marcos Ortega 001; María Isabel Fernández (VISIGRAPP (4: VISAPP), 2018)

Automatic macular edema identification and characterization using OCT images. - Gabriela Samagaio; Aída Estévez; Joaquim de Moura; Jorge Novo; María Isabel Fernández; Marcos Ortega 001 (Comput. Methods Programs Biomed., 2018)

Detection of reactions to sound via gaze and global eye motion analysis using camera streaming. - Alba Fernández; Marcos Ortega 001; Joaquim de Moura; Jorge Novo; Manuel G. Penedo (Mach. Vis. Appl., 2018)

Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans. - Iago Otero Coto; Plácido Francisco Lizancos Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ESANN, 2019)

Automatic Identification of Diabetic Macular Edema Biomarkers Using Optical Coherence Tomography Scans. - Joaquim de Moura; Gabriela Samagaio; Jorge Novo; Pablo Charlón; María Isabel Fernández; Francisco Gómez-Ulla; Marcos Ortega 001 (EUROCAST (2), 2019)

Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (EUROCAST (2), 2019)

Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (IJCNN, 2019)

Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (IJCNN, 2019)

Automatic wide field registration and mosaicking of OCTA images using vascularity information. - Macarena Díaz; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (KES, 2019)

Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images. - Joaquim de Moura; Jorge Novo; Pablo Charlón; María Isabel Fernández; Marcos Ortega 001 (KES, 2019)

Automatic evaluation of eye gestural reactions to sound in video sequences. - Alba Fernández; Marcos Ortega 001; Joaquim de Moura; Jorge Novo; Manuel G. Penedo (Eng. Appl. Artif. Intell., 2019)

Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. - Joaquim de Moura; Jorge Novo; José Rouco; Pablo Charlón; Marcos Ortega 001 (J. Digit. Imaging, 2019)

Automatic Identification and Intuitive Map Representation of the Epiretinal Membrane Presence in 3D OCT Volumes. - Sergio Baamonde; Joaquim de Moura; Jorge Novo; Pablo Charlón; Marcos Ortega 001 (Sensors, 2019)

Automatic Identification and Representation of the Cornea-Contact Lens Relationship Using AS-OCT Images. - Pablo Cabaleiro; Joaquim de Moura; Jorge Novo; Pablo Charlón; Marcos Ortega 001 (Sensors, 2019)

Deep Convolutional Approaches for the Analysis of COVID-19 Using Chest X-Ray Images From Portable Devices. - Joaquim de Moura; Lucía Ramos; Plácido Francisco Lizancos Vidal; Milena Cruz; Laura Abelairas López; Eva Castro Lopez; Jorge Novo; Marcos Ortega 001 (IEEE Access, 2020)

Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images. - Joaquim de Moura; Gabriela Samagaio; Jorge Novo; Pablo Almuina; María Isabel Fernández; Marcos Ortega 001 (J. Digit. Imaging, 2020)

Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Sensors, 2020)

Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Noelia Barreira; Manuel G. Penedo (CBMS, 2021)

Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images. - Plácido L. Vidal; Joaquim de Moura; Macarena Díaz; Jorge Novo; Marcos Ortega 001 (CBMS, 2021)

Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ESANN, 2021)

Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ICASSP, 2021)

Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches. - Mateo Gende; Joaquim de Moura; Jorge Novo; Pablo Charlón; Marcos Ortega 001 (IEEE Access, 2021)

Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images. - Daniel Iglesias Morís; José Joaquim de Moura Ramos; Jorge Novo Buján; Marcos Ortega Hortas (Expert Syst. Appl., 2021)

Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 2021)

Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration. - Iván Barrientos; Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Manuel G. Penedo (EUROCAST, 2022)

Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images. - Alejandro Budiño; Lucía Ramos; Joaquim de Moura; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (EUROCAST, 2022)

Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images. - Mateo Gende; Daniel Iglesias Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (EUROCAST, 2022)

Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening. - Daniel Iglesias Morís; Mateo Gende; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (EUROCAST, 2022)

High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks. - Mateo Gende; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ICIAP (1), 2022)

Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (ICIAP (1), 2022)

Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images. - Elena Goyanes; Joaquim de Moura; Jorge Novo; José Ignacio Fernández-Vigo; José Ángel Fernández-Vigo; Marcos Ortega 001 (IJCNN, 2022)

Analysis of Imbalanced Datasets in the Performance of Deep Learning Approaches for COVID-19 Screening from Chest X-ray Imaging: Impact of Sex and Age Factors. - Lorena Álvarez; Joaquim de Moura; Lucía Ramos; Jorge Novo; Marcos Ortega 001 (XoveTIC, 2022)

Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images. - Mateo Gende; Joaquim de Moura; Jorge Novo; Manuel F. González Penedo; Marcos Ortega 001 (XoveTIC, 2022)

Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (XoveTIC, 2022)

Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices. - Plácido Francisco Lizancos Vidal; Joaquim de Moura; Lucía Ramos; Jorge Novo; Marcos Ortega 001 (XoveTIC, 2022)

Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images. - Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 2022)

End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images. - Mateo Gende; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Comput. Medical Imaging Graph., 2022)

Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Pattern Anal. Appl., 2022)

Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Pattern Recognit. Lett., 2022)

Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001; Jaime S. Cardoso 001 (ICASSP, 2023)

Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (KES, 2023)

Explainable learning to analyze the outcome of COVID-19 patients using clinical data. - Daniel Olañeta; Daniel I. Morís; Joaquim de Moura; Pedro J. Marcos; Enrique Míguez Rey; Jorge Novo; Marcos Ortega 001 (KES, 2023)

Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2023)

Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images. - Emilio López-Varela; Joaquim de Moura; Jorge Novo; José Ignacio Fernández-Vigo; Francisco Javier Moreno-Morillo; Marcos Ortega 001 (Comput. Medical Imaging Graph., 2023)

A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets. - Mateo Gende; Joaquim de Moura; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2023)

Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images. - Plácido L. Vidal; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2023)

Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models. - Daniel I. Morís; Joaquim de Moura; Pedro J. Marcos; Enrique Míguez Rey; Jorge Novo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2023)

Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images. - Plácido L. Vidal; Joaquim de Moura; Pablo Almuina; María Isabel Fernández; Marcos Ortega 001; Jorge Novo (Appl. Intell., 2023)

Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. - Mateo Gende; Víctor Mallen; Joaquim de Moura; Beatriz Cordón; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (IEEE J. Biomed. Health Informatics, 2023)

3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. - Lorena Álvarez-Rodríguez; Iván García Prego; Joaquim de Moura; Ana Pueyo; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (KES, 2024)

Fully-automatic end-to-end approaches for 3D drusen segmentation in Optical Coherence Tomography images. - Elena Goyanes; Saúl Leyva; Paula Herrero; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (KES, 2024)

Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. - Lorena Álvarez-Rodríguez; Ana Pueyo; Joaquim de Moura; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (Artif. Intell. Medicine, 2024)

Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography. - Emilio López-Varela; Joaquim de Moura; Jorge Novo; José Ignacio Fernández-Vigo; Francisco Javier Moreno-Morillo; Julián García-Feijoó; Marcos Ortega 001 (Appl. Soft Comput., 2024)

Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches. - Elena Goyanes; Joaquim de Moura; José Ignacio Fernández-Vigo; José Ángel Fernández-Vigo; Jorge Novo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2024)

Circumpapillary OCT-based multi-sector analysis of retinal layer thickness in patients with glaucoma and high myopia. - Mateo Gende; Joaquim de Moura; Patricia Robles; José Ignacio Fernández-Vigo; José M. Martínez-de-la-Casa; Julián García-Feijoó; Jorge Novo; Marcos Ortega 001 (Comput. Medical Imaging Graph., 2024)

Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images. - Daniel I. Morís; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2024)

Heatmap-guided balanced multi-task learning approach for glistening characterization in OCT images. - Lorena Álvarez-Rodríguez; Joaquim de Moura; José Ignacio Fernández-Vigo; Ana Macarro-Merino; José Ángel Fernández-Vigo; Jorge Novo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2025)

Semantic-guided generative latent diffusion augmentation approaches for improving the neovascularization diagnosis in OCT-A imaging. - Daniel I. Morís; Joaquim de Moura; Enrique J. Carmona; Jorge Novo; Marcos Ortega 001 (Pattern Recognit. Lett., 2025)

Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images. - Lorena Álvarez-Rodríguez; Ana Pueyo; Joaquim de Moura; Iván García Prego; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2026)

Inter-expert reliability in multi-field-of-view automatic drusen segmentation analysis using optical coherence tomography. - Elena Goyanes; Saúl Leyva; Paula Herrero; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2026)

Domain-specific multi-transfer approaches for deep learning-based glaucoma screening in high myopia patients. - Elena Goyanes; Joaquim de Moura; Antoine Lelong; Patricia Robles-Amor; José M. Martínez-de-la-Casa; Javier Moreno-Montañes; Francisco J. Muñoz-Negrete; Ignacio Uña; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 2026)