| 2025 | IJCNN | Geometric Deep Learning for Essential Tremor Screening Using OCT-Derived 3D Point Clouds. | Lorena lvarez-Rodrguez, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Jorge Novo, Marcos Ortega |
| 2025 | IJCNN | Multi-depth transfer learning-based approaches via generative models for foveal avascular zone segmentation in OCTA images. | ngel Regueiro, Elena Goyanes, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2024 | ECAI | Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Clara I. Snchez, Marcos Ortega |
| 2024 | KES | 3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. | Lorena lvarez-Rodrguez, Ivn Garca Prego, Joaquim de Moura, Ana Pueyo, Elisa Vilades, Elena Garcia-Martin, Clara I. Snchez, Jorge Novo, Marcos Ortega |
| 2024 | KES | Fully-automatic end-to-end approaches for 3D drusen segmentation in Optical Coherence Tomography images. | Elena Goyanes, Sal Leyva, Paula Herrero, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2023 | ICASSP | Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images. | Plcido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega, Jaime S. Cardoso |
| 2023 | KES | Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images. | Daniel I. Mors, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2023 | KES | Explainable learning to analyze the outcome of COVID-19 patients using clinical data. | Daniel Olaeta, Daniel I. Mors, Joaquim de Moura, Pedro J. Marcos, Enrique Mguez Rey, Jorge Novo, Marcos Ortega |
| 2022 | ICIAP | 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 |
| 2022 | ICIAP | Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA. | Emilio Lpez-Varela, Jorge Novo, Jos Ignacio Fernndez-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega |
| 2022 | ICIAP | Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. | Jos Morano, lvaro S. Hervella, Jos Rouco, Jorge Novo, Jos Ignacio Fernndez-Vigo, Marcos Ortega |
| 2022 | ICIAP | Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices. | Plcido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2022 | IJCNN | Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images. | Elena Goyanes, Joaquim de Moura, Jorge Novo, Jos Ignacio Fernndez-Vigo, Jos ngel Fernndez-Vigo, Marcos Ortega |
| 2021 | CBMS | Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. | Macarena Daz, Plcido L. Vidal, Jorge Novo, Marcos Ortega, Manuel G. Penedo |
| 2021 | CBMS | Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans. | Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo |
| 2021 | CBMS | Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images. | Plcido L. Vidal, Joaquim de Moura, Macarena Daz, Jorge Novo, Marcos Ortega |
| 2021 | ESANN | Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices. | Daniel I. Mors, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2021 | ICASSP | Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis. | Daniel I. Mors, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2021 | IJCNN | Context encoder self-supervised approaches for eye fundus analysis. | Daniel I. Mors, lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2020 | ECAI | Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. | Jos Morano, lvaro S. Hervella, Noelia Barreira, Jorge Novo, Jos Rouco |
| 2020 | ICASSP | Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. | lvaro S. Hervella, Luca Ramos, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | BMVC | An end-to-end deep learning approach for simultaneous background modeling and subtraction. | Vctor Manuel Mondjar-Guerra, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | ESANN | Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans. | Iago Otero Coto, Plcido Francisco Lizancos Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema. | Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network. | Plcido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2019 | KES | Fully automatic multi-temporal land cover classification using Sentinel-2 image data. | Sergio Baamonde, Martio Cabana, Neftal Sillero, Manuel G. Penedo, Horacio Naveira, Jorge Novo |
| 2019 | KES | Automatic wide field registration and mosaicking of OCTA images using vascularity information. | Macarena Daz, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2019 | KES | Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images. | Joaquim de Moura, Jorge Novo, Pablo Charln, Mara Isabel Fernndez, Marcos Ortega |
| 2018 | KES | Automatic extraction of vascularity measurements using OCT-A images. | Macarena Daz, Jorge Novo, Manuel G. Penedo, Marcos Ortega |
| 2018 | KES | Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2018 | KES | 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, Jorge Alves Silva, Ana Maria Mendona |
| 2018 | KES | Multi-expert analysis and validation of objective vascular tortuosity measurements. | Luca Ramos, Jorge Novo, Jos Rouco, S. Romeo, M. D. lvarez, Marcos Ortega |
| 2018 | KES | Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images. | Gabriela Samagaio, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2018 | MICCAI | Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2017 | AIME | Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. | Joaquim de Moura, Jorge Novo, Jos Rouco, Manuel G. Penedo, Marcos Ortega |
| 2017 | ICIAP | Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. | Sergio Baamonde, Joaquim de Moura, Jorge Novo, Jos Rouco, Marcos Ortega |
| 2017 | ICIAP | Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-Based Approach. | Gabriela Samagaio, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2017 | IWANN | Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns. | Sergio Baamonde, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| 2017 | IWINAC | Automatic Detection of Blood Vessels in Retinal OCT Images. | Joaquim de Moura, Jorge Novo, Jos Rouco, Manuel G. Penedo, Marcos Ortega |
| 2017 | KES | Automatic vessel detection by means of brightness profile characterization in OCT images. | Joaquim de Moura, Jorge Novo, Jos Rouco, Manuel G. Penedo, Marcos Ortega |
| 2017 | KES | Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. | Joaquim de Moura, Plcido L. Vidal, Jorge Novo, Jos Rouco, Marcos Ortega |
| 2016 | ESANN | Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images. | Luis Gonalves, Jorge Novo, Aurlio Campilho |
| 2015 | MVA | 3D lung nodule candidate detection in multiple scales. | Jorge Novo, Luis Gonalves, Ana Maria Mendona, Aurlio J. C. Campilho |
| 2013 | CBMS | Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images. | Luisa Snchez, Jorge Novo, Alba Fernndez, Jos Mara Barja |
| 2013 | ICAART | Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model. | Jorge Novo, Cristina V. Sierra, Jos Santos Reyes, Manuel G. Penedo |
| 2013 | ICAART | Emergent Segmentation of Topological Active Nets by Means of Evolutionary Obtained Artificial Neural Networks. | Cristina V. Sierra, Jorge Novo, Jos Santos Reyes, Manuel G. Penedo |
| 2012 | KES | Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation. | Cristina V. Sierra, Jorge Novo, Jos Santos Reyes, Manuel G. Penedo |
| 2011 | ICAART | Multiobjective Optimization of the 3D Topological Active Volume Segmentation Model. | Jorge Novo, Manuel G. Penedo, Jos Santos Reyes |
| 2011 | IWANN | Differential Evolution Optimization of 3D Topological Active Volumes. | Jorge Novo, Jos Santos Reyes, Manuel G. Penedo |
| 2010 | HAIS | Color Video Segmentation by Dissimilarity Based on Edges. | Luca Ramos, Jorge Novo, Jos Rouco, Antonio Mosquera Gonzlez, Manuel G. Penedo |
| 2010 | ICPR | Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms. | Jorge Novo, Jos Santos Reyes, Manuel G. Penedo, Alba Fernndez |
| 2009 | IWINAC | Genetic Approaches for the Automatic Division of Topological Active Volumes. | Jorge Novo, Noelia Barreira, Manuel G. Penedo, Jos Santos Reyes |