Significant Perceptual Regions by Active-Nets. - David García-Pérez; Antonio Mosquera González; Marcos Ortega 001; Manuel G. Penedo (ICIAR (1), 2004)

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic. - José Rouco; Marta Penas; Manuel G. Penedo; Marcos Ortega 001; Carmen Alonso-Montes (CIARP, 2007)

A Snake for Retinal Vessel Segmentation. - Lucia Espona; María J. Carreira; Marcos Ortega 001; Manuel G. Penedo (IbPRIA (2), 2007)

Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation Using a Deformable Contour Model. - Lucia Espona; María J. Carreira; Manuel G. Penedo; Marcos Ortega 001 (CIARP, 2008)

Similarity Metrics Analysis for Feature Point Based Retinal Authentication. - Marcos Ortega 001; Manuel G. Penedo; Cástor Mariño; María J. Carreira (ICIAR, 2008)

Retinal vessel tree segmentation using a deformable contour model. - Lucia Espona; María J. Carreira; Manuel Francisco González Penedo; Marcos Ortega 001 (ICPR, 2008)

Pixel parallel vessel tree extraction for a personal authentication system. - Carmen Alonso-Montes; Marcos Ortega 001; Manuel G. Penedo; David López Vilariño (ISCAS, 2008)

On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. - Noelia Barreira; Manuel G. Penedo; Marcos Ortega 001; José Rouco (VISAPP (1), 2008)

A Novel Similarity Metric for Retinal Images based Authentication. - Marcos Ortega 001; Manuel G. Penedo; Cástor Mariño; María J. Carreira (BIOSIGNALS, 2009)

Characterisation of Feature Points in Eye Fundus Images. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco (CIARP, 2009)

Measuring changes in face appearance through aging. - Marcos Ortega 001; Linda Brodo; Manuele Bicego; Massimo Tistarelli (CVPR Workshops, 2009)

Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. - José Rouco; Manuel G. Penedo; Marcos Ortega 001; Antonio Mosquera González (DICTA, 2009)

Vascular Landmark Detection in Retinal Images. - Marcos Ortega 001; José Rouco; Jorge Novo; Manuel G. Penedo (EUROCAST, 2009)

Automatic Drusen Detection from Digital Retinal Images: AMD Prevention. - Beatriz Remeseiro; Noelia Barreira; David Calvo; Marcos Ortega 001; Manuel G. Penedo (EUROCAST, 2009)

Characterisation of Retinal Feature Points Applied to a Biometric System. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco; Beatriz Remeseiro (ICIAP, 2009)

On the Quantitative Estimation of Short-Term Aging in Human Faces. - Marcos Ortega 001; Linda Brodo; Manuele Bicego; Massimo Tistarelli (ICIAP, 2009)

Retinal Verification Using a Feature Points-Based Biometric Pattern. - Marcos Ortega 001; Manuel G. Penedo; José Rouco; Noelia Barreira; María J. Carreira (EURASIP J. Adv. Signal Process., 2009)

Personal verification based on extraction and characterisation of retinal feature points. - Marcos Ortega 001; Manuel G. Penedo; José Rouco; Noelia Barreira; María J. Carreira (J. Vis. Lang. Comput., 2009)

Improvements in retinal vessel clustering techniques: towards the automatic computation of the arterio venous ratio. - Sonia González-Vázquez; Noelia Barreira; Manuel G. Penedo; Marcos Ortega 001; Antonio Pose-Reino (Computing, 2010)

Sirius: A web-based system for retinal image analysis. - Marcos Ortega 001; Noelia Barreira; Jorge Novo; Manuel G. Penedo; Antonio Pose-Reino; Francisco Gómez-Ulla (Int. J. Medical Informatics, 2010)

Topological active volumes: A topology-adaptive deformable model for volume segmentation. - Noelia Barreira; Manuel G. Penedo; Laurent D. Cohen; Marcos Ortega 001 (Pattern Recognit., 2010)

Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information. - Ana González 001; Marcos Ortega Hortas; Manuel G. Penedo (CIARP, 2011)

Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry. - Alba Fernández; Manuel G. Penedo; Marcos Ortega 001; Brais Cancela; Covadonga Vazquez; Luz M. Gigirey (DICTA, 2011)

Contextual and Skin Color Region Information for Face and Arms Location. - Alba Fernández; Marcos Ortega 001; Brais Cancela; Manuel G. Penedo (EUROCAST (1), 2011)

Precise Segmentation of the Optic Disc in Retinal Fundus Images. - Alejandro Fraga Míguez; Noelia Barreira; Marcos Ortega 001; Manuel G. Penedo; María J. Carreira (EUROCAST (1), 2011)

Path Analysis in Multiple-Target Video Sequences. - Brais Cancela; Marcos Ortega 001; Alba Fernández; Manuel G. Penedo (ICIAP (2), 2011)

Solving Multiple-Target Tracking Using Adaptive Filters. - Brais Cancela; Marcos Ortega 001; Manuel Francisco González Penedo; Alba Fernández (ICIAR (1), 2011)

Measuring response times to auditory stimuli during an audiometry. - Alba Fernández; Marcos Ortega 001; Brais Cancela; Covadonga Vazquez; Manuel G. Penedo; Luz M. Gigirey (ISABEL, 2011)

Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco (Comput. Methods Programs Biomed., 2011)

Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences. - Cástor Mariño; Marcos Ortega 001; Noelia Barreira; Manuel G. Penedo; María J. Carreira; F. González (Comput. Methods Programs Biomed., 2011)

Design and implementation of an affect-responsive interactive photo frame. - Hamdi Dibeklioglu; Marcos Ortega Hortas; Ilkka Kosunen; Petr Zuzánek; Albert Ali Salah; Theo Gevers (J. Multimodal User Interfaces, 2011)

Automatic processing of audiometry sequences for objective screening of hearing loss. - Alba Fernández; Marcos Ortega 001; Brais Cancela; Manuel G. Penedo; Covadonga Vazquez; Luz M. Gigirey (Expert Syst. Appl., 2012)

Automatic cyst detection in OCT retinal images combining region flooding and texture analysis. - Ana González 001; Beatriz Remeseiro; Marcos Ortega 001; Manuel G. Penedo; Pablo Charlón (CBMS, 2013)

Movement Analysis for the Assessment of Hearing in Patients with Cognitive Impairment: A Preliminary Study. - A. Fernández-Arias; Marcos Ortega Hortas; Brais Cancela-Barizo; Luz M. Gigirey (EUROCAST (2), 2013)

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes. - Brais Cancela; Marcos Ortega 001; Manuel G. Penedo (IbPRIA, 2013)

Trajectory Similarity Measures Using Minimal Paths. - Brais Cancela; Marcos Ortega 001; Alba Fernández; Manuel G. Penedo (ICIAP (1), 2013)

Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline. - Alba Fernández; Marcos Ortega 001; Manuel G. Penedo; Brais Cancela; Luz M. Gigirey (ICIAR, 2013)

Human Detection and Tracking under Complex Activities. - Brais Cancela; Marcos Ortega 001; Manuel G. Penedo (VISAPP (2), 2013)

Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios. - Brais Cancela; Marcos Ortega 001; Alba Fernández; Manuel G. Penedo (Expert Syst. Appl., 2013)

On the use of a minimal path approach for target trajectory analysis. - Brais Cancela; Marcos Ortega 001; Manuel G. Penedo; Jorge Novo; Noelia Barreira (Pattern Recognit., 2013)

Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths. - Brais Cancela; A. Iglesias; Marcos Ortega 001; Manuel G. Penedo (CVPR, 2014)

Interest Operator Analysis for Automatic Assessment of Spontaneous Gestures in Audiometries. - Alba Fernández; J. Marey; Marcos Ortega 001; Manuel G. Penedo (ICAART (1), 2014)

Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound. - Alba Fernández; J. Marey; Marcos Ortega 001; Manuel G. Penedo (ICAART (Revised Selected Papers), 2014)

Quantitative Study on a Multiscale Approach for OCT Retinal Layer Segmentation. - A. González; C. Ortigueira; Marcos Ortega 001; Manuel G. Penedo (ICAART (1), 2014)

Computer Aided Hearing Assessment: Detection of Eye Gesture Reactions as a Response to the Sound. - Alba Fernández; Marcos Ortega 001; Manuel G. Penedo (ICIAR (2), 2014)

Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages. - Ana González-López; Marcos Ortega 001; Manuel G. Penedo; Pablo Charlón (ICIAR (2), 2014)

Automatic Vessel Shade-Robust Segmentation of Retinal Layers in OCT Images. - Ana González-López; Marcos Ortega 001; Manuel G. Penedo; Pablo Charlón (InMed, 2014)

Multiple human tracking system for unpredictable trajectories. - Brais Cancela; Marcos Ortega 001; Manuel G. Penedo (Mach. Vis. Appl., 2014)

On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. - Verónica Bolón-Canedo; Alba Fernández; Amparo Alonso-Betanzos; Marcos Ortega 001; Manuel G. Penedo (ESANN, 2015)

A Texture-Based Method for Choroid Segmentation in Retinal EDI-OCT Images. - Ana González-López; Beatriz Remeseiro; Marcos Ortega 001; Manuel G. Penedo; Pablo Charlón (EUROCAST, 2015)

Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis. - Ana González-López; Beatriz Remeseiro; Marcos Ortega 001; Manuel G. Penedo (ICAART (2), 2015)

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids. - Brais Cancela; Marcos Ortega 001; Manuel G. Penedo (ICCV, 2015)

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)

A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment. - Alba Fernández; Marcos Ortega 001; Manuel Francisco González Penedo; Covadonga Vazquez; Luz M. Gigirey (IEEE J. Biomed. Health Informatics, 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)

Hydra: A web-based system for cardiovascular analysis, diagnosis and treatment. - Jorge Novo; A. Hermida; Marcos Ortega 001; Noelia Barreira; Manuel G. Penedo; J. E. López; C. Calvo (Comput. Methods Programs Biomed., 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 extraction of vascularity measurements using OCT-A images. - Macarena Díaz; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (KES, 2018)

Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (KES, 2018)

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)

Multi-expert analysis and validation of objective vascular tortuosity measurements. - Lucía Ramos; Jorge Novo; José Rouco; S. Romeo; M. D. Álvarez; Marcos Ortega 001 (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)

Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (MICCAI (1), 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)

Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images. - Macarena Díaz; Jorge Novo; Paula Cutrín; Francisco Gómez-Ulla; Manuel G. Penedo; Marcos Ortega 001 (CoRR, 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)

An end-to-end deep learning approach for simultaneous background modeling and subtraction. - Víctor Manuel Mondéjar-Guerra; José Rouco; Jorge Novo; Marcos Ortega 001 (BMVC, 2019)

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)

Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. - Shaon Sutradhar; José Rouco; Marcos Ortega 001 (ESANN, 2019)

Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (EUROCAST (2), 2019)

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. - Víctor Manuel Mondéjar-Guerra; Jorge Novo; José Rouco; Marcos Ortega 001; Manuel G. Penedo (EUROCAST (2), 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)

Unsupervised Anomaly Map for Image-Based Screening. - Shaon Sutradhar; José Rouco; 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)

Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 2019)

Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 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)

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. - Víctor Manuel Mondéjar-Guerra; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Biomed. Signal Process. Control., 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)

Automatic Visual Acuity Estimation by Means of Computational Vascularity Biomarkers Using Oct Angiographies. - Macarena Díaz; Marta Díez-Sotelo; Francisco Gómez-Ulla; Jorge Novo; Manuel Francisco González Penedo; Marcos Ortega 001 (Sensors, 2019)

Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. - Álvaro S. Hervella; Lucía Ramos; José Rouco; Jorge Novo; Marcos Ortega 001 (ICASSP, 2020)

Modeling, Localization, and Segmentation of the Foveal Avascular Zone on Retinal OCT-Angiography Images. - Enrique J. Carmona; Macarena Díaz; Jorge Novo; Marcos Ortega 001 (IEEE Access, 2020)

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)

Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 2020)

Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (Comput. Methods Programs Biomed., 2020)

Self-supervised multimodal reconstruction of retinal images over paired datasets. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 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)

Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. - Macarena Díaz; Plácido L. Vidal; Jorge Novo; Marcos Ortega 001; Manuel G. Penedo (CBMS, 2021)

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)

Context encoder self-supervised approaches for eye fundus analysis. - Daniel I. Morís; Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 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)

Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithms. - Javier Martínez-Río; Enrique J. Carmona; Daniel Cancelas; Jorge Novo; Marcos Ortega 001 (Comput. Biol. Medicine, 2021)

Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 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)

Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA. - Emilio López-Varela; Jorge Novo; José Ignacio Fernández-Vigo; Francisco Javier Moreno-Morillo; Marcos Ortega 001 (ICIAP (1), 2022)

Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. - José Morano; Álvaro S. Hervella; José Rouco; Jorge Novo; José Ignacio Fernández-Vigo; 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)

End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 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)

Multimodal image encoding pre-training for diabetic retinopathy grading. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Comput. Biol. Medicine, 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)

Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Inf. Fusion, 2022)

Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes. - Emilio López-Varela; Plácido L. Vidal; Nuria Olivier Pascual; Jorge Novo; Marcos Ortega 001 (J. Digit. Imaging, 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)

Context encoder transfer learning approaches for retinal image analysis. - Daniel I. Morís; Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Comput. Biol. Medicine, 2023)

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. - José Morano; Álvaro S. Hervella; José Rouco; Jorge Novo; José Ignacio Fernández-Vigo; Marcos Ortega 001 (Comput. Methods Programs Biomed., 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)

Deformable registration of multimodal retinal images using a weakly supervised deep learning approach. - Javier Martínez-Río; Enrique J. Carmona; Daniel Cancelas; Jorge Novo; Marcos Ortega 001 (Neural Comput. Appl., 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)

Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Clara I. Sánchez; Marcos Ortega 001 (ECAI, 2024)

Deep Learning Models for Justified Referral in AI Glaucoma Screening. - Ángela Casado-García; Jónathan Heras; Marcos Ortega 001; Lucía Ramos (ISBI, 2024)

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)

Intra- and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images. - Mateo Gende; Lúa Castelo; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (J. Imaging Inform. Medicine, 2024)

Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. - Álvaro S. Hervella; Lucía Ramos; José Rouco; Jorge Novo; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2024)

Multi-Adaptive Optimization for multi-task learning with deep neural networks. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Neural Networks, 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)

Geometric Deep Learning for Essential Tremor Screening Using OCT-Derived 3D Point Clouds. - Lorena Álvarez-Rodríguez; Joaquim de Moura; Elisa Vilades; Elena Garcia-Martin; Jorge Novo; Marcos Ortega 001 (IJCNN, 2025)

Multi-depth transfer learning-based approaches via generative models for foveal avascular zone segmentation in OCTA images. - Ángel Regueiro; Elena Goyanes; Joaquim de Moura; Jorge Novo; Marcos Ortega 001 (IJCNN, 2025)

Evolutionary mosaicking for high-resolution wide-field optical coherence tomography angiography. - Javier Martínez-Río; Enrique J. Carmona; Daniel Cancelas; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 2025)

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)

3D Features Fusion for Automated Segmentation of Fluid Regions in CSCR Patients: An OCT-based Photodynamic Therapy Response Analysis. - Elena Goyanes; Joaquim de Moura; José Ignacio Fernández-Vigo; Julián García-Feijoó; Jorge Novo; Marcos Ortega 001 (J. Imaging Inform. Medicine, 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)