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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. - Vidal, Plácido L.; Moura, Joaquim de; Novo, Jorge; Ortega, Marcos (CoRR, 2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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