Marcos Ortega - RankMe

173 papers A* 2A 2B 31C 4Misc 8Journal 72Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images. Biomed. Signal Process. Control. Lorena Álvarez-Rodríguez, Ana Pueyo, Joaquim de Moura, Iván García Prego, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2026	J	`jnl`	Domain-specific multi-transfer approaches for deep learning-based glaucoma screening in high myopia patients. Expert Syst. Appl. 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
2026	J	`jnl`	Inter-expert reliability in multi-field-of-view automatic drusen segmentation analysis using optical coherence tomography. Biomed. Signal Process. Control. Elena Goyanes, Saúl Leyva, Paula Herrero, Joaquim de Moura, Jorge Novo, Marcos Ortega
2026	J	`jnl`	JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. IEEE Trans. Medical Imaging Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi
2025	J	`jnl`	3D Features Fusion for Automated Segmentation of Fluid Regions in CSCR Patients: An OCT-based Photodynamic Therapy Response Analysis. J. Imaging Inform. Medicine Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, Julián García-Feijoó, Jorge Novo, Marcos Ortega
2025	J	`jnl`	Evolutionary mosaicking for high-resolution wide-field optical coherence tomography angiography. Appl. Soft Comput. Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
2025	B	`conf`	Geometric Deep Learning for Essential Tremor Screening Using OCT-Derived 3D Point Clouds. IJCNN Lorena Álvarez-Rodríguez, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Jorge Novo, Marcos Ortega
2025	J	`jnl`	Heatmap-guided balanced multi-task learning approach for glistening characterization in OCT images. Biomed. Signal Process. Control. Lorena Álvarez-Rodríguez, Joaquim de Moura, José Ignacio Fernández-Vigo, Ana Macarro-Merino, José Ángel Fernández-Vigo, Jorge Novo, Marcos Ortega
2025	B	`conf`	Multi-depth transfer learning-based approaches via generative models for foveal avascular zone segmentation in OCTA images. IJCNN Ángel Regueiro, Elena Goyanes, Joaquim de Moura, Jorge Novo, Marcos Ortega
2025	J	`jnl`	Semantic-guided generative latent diffusion augmentation approaches for improving the neovascularization diagnosis in OCT-A imaging. Pattern Recognit. Lett. Daniel I. Morís, Joaquim de Moura, Enrique J. Carmona, Jorge Novo, Marcos Ortega
2024	B	`conf`	3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. KES Lorena Álvarez-Rodríguez, Iván García Prego, Joaquim de Moura, Ana Pueyo, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images. Medical Biol. Eng. Comput. Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches. Biomed. Signal Process. Control. Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Circumpapillary OCT-based multi-sector analysis of retinal layer thickness in patients with glaucoma and high myopia. Comput. Medical Imaging Graph. Mateo Gende, Joaquim de Moura, Patricia Robles, José Ignacio Fernández-Vigo, José M. Martínez-de-la-Casa, Julián García-Feijoó, Jorge Novo, Marcos Ortega
2024	—	`conf`	Deep Learning Models for Justified Referral in AI Glaucoma Screening. ISBI Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos
2024	J	`jnl`	Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography. Appl. Soft Comput. Emilio López-Varela, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Julián García-Feijoó, Marcos Ortega
2024	J	`jnl`	Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. Medical Biol. Eng. Comput. Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. Artif. Intell. Medicine Lorena Álvarez-Rodríguez, Ana Pueyo, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2024	B	`conf`	Fully-automatic end-to-end approaches for 3D drusen segmentation in Optical Coherence Tomography images. KES Elena Goyanes, Saúl Leyva, Paula Herrero, Joaquim de Moura, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Intra- and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images. J. Imaging Inform. Medicine Mateo Gende, Lúa Castelo, Joaquim de Moura, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2024	A	`conf`	Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. ECAI Álvaro S. Hervella, José Rouco, Jorge Novo, Clara I. Sánchez, Marcos Ortega
2023	J	`jnl`	A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets. Medical Biol. Eng. Comput. Mateo Gende, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2023	J	`jnl`	Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. IEEE J. Biomed. Health Informatics Mateo Gende, Víctor Mallen, Joaquim de Moura, Beatriz Cordón, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models. Biomed. Signal Process. Control. Daniel I. Morís, Joaquim de Moura, Pedro J. Marcos, Enrique Míguez Rey, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images. Appl. Intell. Plácido L. Vidal, Joaquim de Moura, Pablo Almuina, María Isabel Fernández, Marcos Ortega, Jorge Novo
2023	J	`jnl`	Context encoder transfer learning approaches for retinal image analysis. Comput. Biol. Medicine Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2023	B	`conf`	Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images. KES Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Deformable registration of multimodal retinal images using a weakly supervised deep learning approach. Neural Comput. Appl. Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
2023	B	`conf`	Explainable learning to analyze the outcome of COVID-19 patients using clinical data. KES Daniel Olañeta, Daniel I. Morís, Joaquim de Moura, Pedro J. Marcos, Enrique Míguez Rey, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images. Comput. Medical Imaging Graph. Emilio López-Varela, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega
2023	J	`jnl`	Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders. Biomed. Signal Process. Control. Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2023	J	`jnl`	Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images. Medical Biol. Eng. Comput. Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2023	Misc	`conf`	Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images. ICASSP Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega, Jaime S. Cardoso
2023	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. Comput. Methods Programs Biomed. José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	—	`conf`	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. XoveTIC Lorena Álvarez, Joaquim de Moura, Lucía Ramos, Jorge Novo, Marcos Ortega
2022	—	`conf`	Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration. EUROCAST Iván Barrientos, Joaquim de Moura, Jorge Novo, Marcos Ortega, Manuel G. Penedo
2022	J	`jnl`	End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images. Comput. Medical Imaging Graph. Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	J	`jnl`	End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. Pattern Anal. Appl. Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2022	J	`jnl`	Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images. Appl. Soft Comput. Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes. J. Digit. Imaging Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo, Marcos Ortega
2022	B	`conf`	Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images. IJCNN Elena Goyanes, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Marcos Ortega
2022	—	`conf`	High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks. ICIAP (1) Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	—	`conf`	Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images. EUROCAST Mateo Gende, Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	—	`conf`	Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. ICIAP (1) José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Improving AMD diagnosis by the simultaneous identification of associated retinal lesions. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	—	`conf`	Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images. XoveTIC Mateo Gende, Joaquim de Moura, Jorge Novo, Manuel F. González Penedo, Marcos Ortega
2022	J	`jnl`	Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	—	`conf`	Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening. EUROCAST Daniel Iglesias Morís, Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	—	`conf`	Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening. XoveTIC Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	—	`conf`	Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices. ICIAP (1) Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	—	`conf`	Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices. XoveTIC Plácido Francisco Lizancos Vidal, Joaquim de Moura, Lucía Ramos, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	—	`conf`	Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images. EUROCAST Alejandro Budiño, Lucía Ramos, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2022	—	`conf`	Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA. ICIAP (1) Emilio López-Varela, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega
2022	J	`jnl`	Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images. Pattern Recognit. Lett. Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2021	B	`conf`	Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans. CBMS Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo
2021	B	`conf`	Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. CBMS Macarena Díaz, Plácido L. Vidal, Jorge Novo, Marcos Ortega, Manuel G. Penedo
2021	J	`jnl`	Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches. IEEE Access Mateo Gende, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
2021	B	`conf`	Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images. CBMS Plácido L. Vidal, Joaquim de Moura, Macarena Díaz, Jorge Novo, Marcos Ortega
2021	B	`conf`	Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices. ESANN Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2021	B	`conf`	Context encoder self-supervised approaches for eye fundus analysis. IJCNN Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2021	Misc	`conf`	Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis. ICASSP Daniel I. Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. Expert Syst. Appl. Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithms. Comput. Biol. Medicine Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2020	J	`jnl`	Deep Convolutional Approaches for the Analysis of COVID-19 Using Chest X-Ray Images From Portable Devices. IEEE Access Joaquim de Moura, Lucía Ramos, Plácido Francisco Lizancos Vidal, Milena Cruz, Laura Abelairas López, Eva Castro Lopez, Jorge Novo, Marcos Ortega
2020	J	`jnl`	Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. Comput. Methods Programs Biomed. Álvaro S. Hervella, José Rouco, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2020	J	`jnl`	Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. Sensors Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2020	J	`jnl`	Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images. J. Digit. Imaging Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Almuina, María Isabel Fernández, Marcos Ortega
2020	J	`jnl`	Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2020	J	`jnl`	Modeling, Localization, and Segmentation of the Foveal Avascular Zone on Retinal OCT-Angiography Images. IEEE Access Enrique J. Carmona, Macarena Díaz, Jorge Novo, Marcos Ortega
2020	Misc	`conf`	Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. ICASSP Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2020	J	`jnl`	Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. CoRR Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2020	J	`jnl`	Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	A	`conf`	An end-to-end deep learning approach for simultaneous background modeling and subtraction. BMVC Víctor Manuel Mondéjar-Guerra, José Rouco, Jorge Novo, Marcos Ortega
2019	J	`jnl`	Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. J. Digit. Imaging Joaquim de Moura, Jorge Novo, José Rouco, Pablo Charlón, Marcos Ortega
2019	—	`conf`	Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. EUROCAST (2) Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Marcos Ortega, Manuel G. Penedo
2019	J	`jnl`	Automatic Identification and Intuitive Map Representation of the Epiretinal Membrane Presence in 3D OCT Volumes. Sensors Sergio Baamonde, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
2019	J	`jnl`	Automatic Identification and Representation of the Cornea-Contact Lens Relationship Using AS-OCT Images. Sensors Pablo Cabaleiro, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
2019	—	`conf`	Automatic Identification of Diabetic Macular Edema Biomarkers Using Optical Coherence Tomography Scans. EUROCAST (2) Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Charlón, María Isabel Fernández, Francisco Gómez-Ulla, Marcos Ortega
2019	J	`jnl`	Automatic Visual Acuity Estimation by Means of Computational Vascularity Biomarkers Using Oct Angiographies. Sensors Macarena Díaz, Marta Díez-Sotelo, Francisco Gómez-Ulla, Jorge Novo, Manuel Francisco González Penedo, Marcos Ortega
2019	J	`jnl`	Automatic evaluation of eye gestural reactions to sound in video sequences. Eng. Appl. Artif. Intell. Alba Fernández, Marcos Ortega, Joaquim de Moura, Jorge Novo, Manuel G. Penedo
2019	B	`conf`	Automatic wide field registration and mosaicking of OCTA images using vascularity information. KES Macarena Díaz, Joaquim de Moura, Jorge Novo, Marcos Ortega
2019	B	`conf`	Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. ESANN Shaon Sutradhar, José Rouco, Marcos Ortega
2019	B	`conf`	Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans. ESANN Iago Otero Coto, Plácido Francisco Lizancos Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2019	B	`conf`	Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network. IJCNN Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
2019	B	`conf`	Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema. IJCNN Joaquim de Moura, Jorge Novo, Marcos Ortega
2019	B	`conf`	Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	J	`jnl`	Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. Biomed. Signal Process. Control. Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2019	—	`conf`	Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. EUROCAST (2) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	—	`conf`	Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images. EUROCAST (2) Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2019	B	`conf`	Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images. KES Joaquim de Moura, Jorge Novo, Pablo Charlón, María Isabel Fernández, Marcos Ortega
2019	B	`conf`	Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	—	`conf`	Unsupervised Anomaly Map for Image-Based Screening. EUROCAST (2) Shaon Sutradhar, José Rouco, Marcos Ortega
2018	B	`conf`	Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images. KES Joaquim de Moura, Jorge Novo, Susana Penas, Marcos Ortega, Jorge Alves Silva, Ana Maria Mendonça
2018	—	`conf`	Automatic Identification of Macular Edema in Optical Coherence Tomography Images. VISIGRAPP (4: VISAPP) Gabriela Samagaio, Aída Estévez, Joaquim de Moura, Jorge Novo, Marcos Ortega, María Isabel Fernández
2018	B	`conf`	Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images. KES Gabriela Samagaio, Joaquim de Moura, Jorge Novo, Marcos Ortega
2018	B	`conf`	Automatic extraction of vascularity measurements using OCT-A images. KES Macarena Díaz, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2018	J	`jnl`	Automatic macular edema identification and characterization using OCT images. Comput. Methods Programs Biomed. Gabriela Samagaio, Aída Estévez, Joaquim de Moura, Jorge Novo, María Isabel Fernández, Marcos Ortega
2018	J	`jnl`	Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images. CoRR Macarena Díaz, Jorge Novo, Paula Cutrín, Francisco Gómez-Ulla, Manuel G. Penedo, Marcos Ortega
2018	J	`jnl`	Detection of reactions to sound via gaze and global eye motion analysis using camera streaming. Mach. Vis. Appl. Alba Fernández, Marcos Ortega, Joaquim de Moura, Jorge Novo, Manuel G. Penedo
2018	B	`conf`	Multi-expert analysis and validation of objective vascular tortuosity measurements. KES Lucía Ramos, Jorge Novo, José Rouco, S. Romeo, M. D. Álvarez, Marcos Ortega
2018	J	`jnl`	Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. CoRR Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	B	`conf`	Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	—	`conf`	Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2017	—	`conf`	Artery/vein Classification of Blood Vessel Tree in Retinal Imaging. VISIGRAPP (4: VISAPP) Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Pablo Charlón
2017	—	`conf`	Automatic Detection of Blood Vessels in Retinal OCT Images. IWINAC (2) Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	—	`conf`	Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns. IWANN (1) Sergio Baamonde, Joaquim de Moura, Jorge Novo, Marcos Ortega
2017	B	`conf`	Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. AIME Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	—	`conf`	Automatic Retinal Vascularity Identification and Artery/Vein Classification Using Near-Infrared Reflectance Retinographies. VISIGRAPP (Revised Selected Papers) Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Pablo Charlón
2017	B	`conf`	Automatic vessel detection by means of brightness profile characterization in OCT images. KES Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	J	`jnl`	Enhanced visualization of the retinal vasculature using depth information in OCT. Medical Biol. Eng. Comput. Joaquim de Moura, Jorge Novo, Pablo Charlón, Noelia Barreira, Marcos Ortega
2017	—	`conf`	Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. ICIAP (2) Sergio Baamonde, Joaquim de Moura, Jorge Novo, José Rouco, Marcos Ortega
2017	B	`conf`	Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. KES Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Marcos Ortega
2017	J	`jnl`	Hydra: A web-based system for cardiovascular analysis, diagnosis and treatment. Comput. Methods Programs Biomed. Jorge Novo, A. Hermida, Marcos Ortega, Noelia Barreira, Manuel G. Penedo, J. E. López, C. Calvo
2017	—	`conf`	Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images. EUROCAST (2) Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo
2017	—	`conf`	Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-Based Approach. ICIAP (2) Gabriela Samagaio, Joaquim de Moura, Jorge Novo, Marcos Ortega
2016	—	`conf`	3D Retinal Vessel Tree Segmentation and Reconstruction with OCT Images. ICIAR Joaquim de Moura, Jorge Novo, Marcos Ortega, Pablo Charlón
2016	J	`jnl`	A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment. IEEE J. Biomed. Health Informatics Alba Fernández, Marcos Ortega, Manuel Francisco González Penedo, Covadonga Vazquez, Luz M. Gigirey
2016	—	`conf`	Vessel Tree Extraction and Depth Estimation with OCT Images. CAEPIA Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo
2015	—	`conf`	A Texture-Based Method for Choroid Segmentation in Retinal EDI-OCT Images. EUROCAST Ana González-López, Beatriz Remeseiro, Marcos Ortega, Manuel G. Penedo, Pablo Charlón
2015	A*	`conf`	A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids. ICCV Brais Cancela, Marcos Ortega, Manuel G. Penedo
2015	—	`conf`	Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis. ICAART (2) Ana González-López, Beatriz Remeseiro, Marcos Ortega, Manuel G. Penedo
2015	—	`conf`	Detection and Characterization of the Sclera - Evaluation of Eye Gestural Reactions to Auditory Stimuli. VISAPP (2) Alba Fernández, Joaquim de Moura, Marcos Ortega, Manuel G. Penedo
2015	B	`conf`	On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. ESANN Verónica Bolón-Canedo, Alba Fernández, Amparo Alonso-Betanzos, Marcos Ortega, Manuel G. Penedo
2014	—	`conf`	Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages. ICIAR (2) Ana González-López, Marcos Ortega, Manuel G. Penedo, Pablo Charlón
2014	—	`conf`	Automatic Vessel Shade-Robust Segmentation of Retinal Layers in OCT Images. InMed Ana González-López, Marcos Ortega, Manuel G. Penedo, Pablo Charlón
2014	—	`conf`	Computer Aided Hearing Assessment: Detection of Eye Gesture Reactions as a Response to the Sound. ICIAR (2) Alba Fernández, Marcos Ortega, Manuel G. Penedo
2014	—	`conf`	Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound. ICAART (Revised Selected Papers) Alba Fernández, J. Marey, Marcos Ortega, Manuel G. Penedo
2014	—	`conf`	Interest Operator Analysis for Automatic Assessment of Spontaneous Gestures in Audiometries. ICAART (1) Alba Fernández, J. Marey, Marcos Ortega, Manuel G. Penedo
2014	J	`jnl`	Multiple human tracking system for unpredictable trajectories. Mach. Vis. Appl. Brais Cancela, Marcos Ortega, Manuel G. Penedo
2014	—	`conf`	Quantitative Study on a Multiscale Approach for OCT Retinal Layer Segmentation. ICAART (1) A. González, C. Ortigueira, Marcos Ortega, Manuel G. Penedo
2014	A*	`conf`	Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths. CVPR Brais Cancela, A. Iglesias, Marcos Ortega, Manuel G. Penedo
2013	—	`conf`	Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline. ICIAR Alba Fernández, Marcos Ortega, Manuel G. Penedo, Brais Cancela, Luz M. Gigirey
2013	B	`conf`	Automatic cyst detection in OCT retinal images combining region flooding and texture analysis. CBMS Ana González, Beatriz Remeseiro, Marcos Ortega, Manuel G. Penedo, Pablo Charlón
2013	J	`jnl`	Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios. Expert Syst. Appl. Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2013	—	`conf`	Human Detection and Tracking under Complex Activities. VISAPP (2) Brais Cancela, Marcos Ortega, Manuel G. Penedo
2013	J	`jnl`	On the use of a minimal path approach for target trajectory analysis. Pattern Recognit. Brais Cancela, Marcos Ortega, Manuel G. Penedo, Jorge Novo, Noelia Barreira
2013	Misc	`conf`	Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes. IbPRIA Brais Cancela, Marcos Ortega, Manuel G. Penedo
2013	—	`conf`	Trajectory Similarity Measures Using Minimal Paths. ICIAP (1) Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2012	J	`jnl`	Automatic processing of audiometry sequences for objective screening of hearing loss. Expert Syst. Appl. Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo, Covadonga Vazquez, Luz M. Gigirey
2011	J	`jnl`	Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences. Comput. Methods Programs Biomed. Cástor Mariño, Marcos Ortega, Noelia Barreira, Manuel G. Penedo, María J. Carreira, F. González
2011	Misc	`conf`	Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry. DICTA Alba Fernández, Manuel G. Penedo, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Luz M. Gigirey
2011	J	`jnl`	Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. Comput. Methods Programs Biomed. David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
2011	—	`conf`	Contextual and Skin Color Region Information for Face and Arms Location. EUROCAST (1) Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo
2011	—	`conf`	Measuring response times to auditory stimuli during an audiometry. ISABEL Alba Fernández, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Manuel G. Penedo, Luz M. Gigirey
2011	—	`conf`	Path Analysis in Multiple-Target Video Sequences. ICIAP (2) Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2011	—	`conf`	Precise Segmentation of the Optic Disc in Retinal Fundus Images. EUROCAST (1) Alejandro Fraga Míguez, Noelia Barreira, Marcos Ortega, Manuel G. Penedo, María J. Carreira
2011	—	`conf`	Solving Multiple-Target Tracking Using Adaptive Filters. ICIAR (1) Brais Cancela, Marcos Ortega, Manuel Francisco González Penedo, Alba Fernández
2010	J	`jnl`	Improvements in retinal vessel clustering techniques: towards the automatic computation of the arterio venous ratio. Computing Sonia González-Vázquez, Noelia Barreira, Manuel G. Penedo, Marcos Ortega, Antonio Pose-Reino
2010	J	`jnl`	Sirius: A web-based system for retinal image analysis. Int. J. Medical Informatics Marcos Ortega, Noelia Barreira, Jorge Novo, Manuel G. Penedo, Antonio Pose-Reino, Francisco Gómez-Ulla
2010	J	`jnl`	Topological active volumes: A topology-adaptive deformable model for volume segmentation. Pattern Recognit. Noelia Barreira, Manuel G. Penedo, Laurent D. Cohen, Marcos Ortega
2009	—	`conf`	A Novel Similarity Metric for Retinal Images based Authentication. BIOSIGNALS Marcos Ortega, Manuel G. Penedo, Cástor Mariño, María J. Carreira
2009	—	`conf`	Automatic Drusen Detection from Digital Retinal Images: AMD Prevention. EUROCAST Beatriz Remeseiro, Noelia Barreira, David Calvo, Marcos Ortega, Manuel G. Penedo
2009	C	`conf`	Characterisation of Feature Points in Eye Fundus Images. CIARP David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
2009	Misc	`conf`	Characterisation of Retinal Feature Points Applied to a Biometric System. ICIAP David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco, Beatriz Remeseiro
2009	—	`conf`	Measuring changes in face appearance through aging. CVPR Workshops Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli
2009	Misc	`conf`	On the Quantitative Estimation of Short-Term Aging in Human Faces. ICIAP Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli
2009	J	`jnl`	Personal verification based on extraction and characterisation of retinal feature points. J. Vis. Lang. Comput. Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
2009	J	`jnl`	Retinal Verification Using a Feature Points-Based Biometric Pattern. EURASIP J. Adv. Signal Process. Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
2009	Misc	`conf`	Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. DICTA José Rouco, Manuel G. Penedo, Marcos Ortega, Antonio Mosquera González
2009	—	`conf`	Vascular Landmark Detection in Retinal Images. EUROCAST Marcos Ortega, José Rouco, Jorge Novo, Manuel G. Penedo
2008	C	`conf`	Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation Using a Deformable Contour Model. CIARP Lucia Espona, María J. Carreira, Manuel G. Penedo, Marcos Ortega
2008	—	`conf`	On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. VISAPP (1) Noelia Barreira, Manuel G. Penedo, Marcos Ortega, José Rouco
2008	C	`conf`	Pixel parallel vessel tree extraction for a personal authentication system. ISCAS Carmen Alonso-Montes, Marcos Ortega, Manuel G. Penedo, David López Vilariño
2008	B	`conf`	Retinal vessel tree segmentation using a deformable contour model. ICPR Lucia Espona, María J. Carreira, Manuel Francisco González Penedo, Marcos Ortega
2008	—	`conf`	Similarity Metrics Analysis for Feature Point Based Retinal Authentication. ICIAR Marcos Ortega, Manuel G. Penedo, Cástor Mariño, María J. Carreira
2007	—	`conf`	A Snake for Retinal Vessel Segmentation. IbPRIA (2) Lucia Espona, María J. Carreira, Marcos Ortega, Manuel G. Penedo
2007	C	`conf`	Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic. CIARP José Rouco, Marta Penas, Manuel G. Penedo, Marcos Ortega, Carmen Alonso-Montes
2004	—	`conf`	Significant Perceptual Regions by Active-Nets. ICIAR (1) David García-Pérez, Antonio Mosquera González, Marcos Ortega, Manuel G. Penedo