Jorge Novo

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 121

Top Venues

Publications

Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images. Medical Biol. Eng. Comput. 62 (7) (2024)
Emilio López-Varela, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Julián García-Feijoó, Marcos Ortega
Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography. Appl. Soft Comput. 153 (2024)
Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. Medical Biol. Eng. Comput. 62 (3) (2024)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. CoRR (2024)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks 170 (2024)
Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Jorge Novo, Marcos Ortega
Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches. Biomed. Signal Process. Control. 90 (2024)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration. CoRR (2024)
Mateo Gende, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets. Medical Biol. Eng. Comput. 61 (5) (2023)
Mateo Gende, Víctor Mallen, Joaquim de Moura, Beatriz Cordón, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Daniel Iglesias Morís, Joaquim de Moura, Pedro J. Marcos, Enrique Míguez Rey, Jorge Novo, Marcos Ortega
Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models. Biomed. Signal Process. Control. 84 (2023)
Plácido L. Vidal, Joaquim de Moura, Pablo Almuina, María Isabel Fernández, Marcos Ortega, Jorge Novo
Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images. Appl. Intell. 53 (21) (2023)
Daniel Iglesias Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Context encoder transfer learning approaches for retinal image analysis. Comput. Biol. Medicine 152 (2023)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images. Medical Biol. Eng. Comput. 61 (5) (2023)
Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images. KES (2023)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
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. 79 (Part) (2023)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. Comput. Methods Programs Biomed. 229 (2023)
Emilio López-Varela, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega
Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images. Comput. Medical Imaging Graph. 104 (2023)
Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
Deformable registration of multimodal retinal images using a weakly supervised deep learning approach. Neural Comput. Appl. 35 (20) (2023)
Daniel Olañeta, Daniel Iglesias Morís, Joaquim de Moura, Pedro J. Marcos, Enrique Míguez Rey, Jorge Novo, Marcos Ortega
Explainable learning to analyze the outcome of COVID-19 patients using clinical data. KES (2023)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega, Jaime S. Cardoso
Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images. ICASSP (2023)
Mateo Gende, Joaquim de Moura, Jorge Novo, Manuel F. González Penedo, Marcos Ortega
Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images. XoveTIC (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine 143 (2022)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices. ICIAP (1) (2022)
Alejandro Budiño, Lucía Ramos, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images. EUROCAST (2022)
Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo, Marcos Ortega
Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes. J. Digit. Imaging 35 (5) (2022)
Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening. XoveTIC (2022)
Elena Goyanes, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Marcos Ortega
Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images. IJCNN (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. ICIAP (1) (2022)
Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images. Pattern Recognit. Lett. 164 (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion 79 (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. CoRR (2022)
Mateo Gende, Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images. EUROCAST (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. Appl. Soft Comput. 116 (2022)
Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images. Comput. Medical Imaging Graph. 98 (2022)
Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. Pattern Anal. Appl. 25 (1) (2022)
David Rivas-Villar, José Morano, José Rouco, Manuel G. Penedo, Jorge Novo
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. EUROCAST (2022)
Lorena Álvarez, Joaquim de Moura, Lucía Ramos, Jorge Novo, Marcos Ortega
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 (2022)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. XoveTIC (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions. CoRR (2022)
Daniel Iglesias Morís, Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening. EUROCAST (2022)
Plácido Francisco Lizancos Vidal, Joaquim de Moura, Lucía Ramos, Jorge Novo, Marcos Ortega
Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices. XoveTIC (2022)
Iván Barrientos, Joaquim de Moura, Jorge Novo, Marcos Ortega, Manuel G. Penedo
Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration. EUROCAST (2022)
José Morano, David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. EUROCAST (2022)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. CoRR (2022)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Color fundus image registration using a learning-based domain-specific landmark detection methodology. Comput. Biol. Medicine 140 (2022)
Mateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega
High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks. ICIAP (1) (2022)
Emilio López-Varela, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega
Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA. ICIAP (1) (2022)
Joaquim de Moura, Jorge Novo, Marcos Ortega
Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images. Appl. Soft Comput. 115 (2022)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images. XoveTIC (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. 185 (2021)
Macarena Díaz, Plácido L. Vidal, Jorge Novo, Marcos Ortega, Manuel G. Penedo
Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. CBMS (2021)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. Expert Syst. Appl. 173 (2021)
Mateo Gende, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches. IEEE Access 9 (2021)
Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Context encoder self-supervised approaches for eye fundus analysis. IJCNN (2021)
Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis. ICASSP (2021)
David Rivas-Villar, José Rouco, Rafael Carballeira, Manuel G. Penedo, Jorge Novo
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. Comput. Methods Programs Biomed. 200 (2021)
Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices. ESANN (2021)
Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo
Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans. CBMS (2021)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. Artif. Intell. Medicine 118 (2021)
Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithms. Comput. Biol. Medicine 134 (2021)
Plácido L. Vidal, Joaquim de Moura, Macarena Díaz, Jorge Novo, Marcos Ortega
Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images. CBMS (2021)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. 161 (2020)
José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. ECAI (2020)
Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. ICASSP (2020)
José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation. CoRR (2020)
Enrique J. Carmona, Macarena Díaz, Jorge Novo, Marcos Ortega
Modeling, Localization, and Segmentation of the Foveal Avascular Zone on Retinal OCT-Angiography Images. IEEE Access 8 (2020)
Joaquim de Moura, Lucía Ramos, Plácido Francisco Lizancos Vidal, Milena Cruz, Laura Abelairas López, Eva Castro Lopez, Jorge Novo, Marcos Ortega
Deep Convolutional Approaches for the Analysis of COVID-19 Using Chest X-Ray Images From Portable Devices. IEEE Access 8 (2020)
Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. Sensors 20 (7) (2020)
David Rivas-Villar, José Rouco, Manuel G. Penedo, Rafael Carballeira, Jorge Novo
Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images. Sensors 20 (22) (2020)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. Appl. Soft Comput. 91 (2020)
Álvaro S. Hervella, José Rouco, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. Comput. Methods Programs Biomed. 186 (2020)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19. CoRR (2020)
Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Almuina, María Isabel Fernández, Marcos Ortega
Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images. J. Digit. Imaging 33 (5) (2020)
Joaquim de Moura, Jorge Novo, Marcos Ortega
Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema. IJCNN (2019)
Víctor Manuel Mondéjar-Guerra, José Rouco, Jorge Novo, Marcos Ortega
An end-to-end deep learning approach for simultaneous background modeling and subtraction. BMVC (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN (2019)
Pablo Cabaleiro, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
Automatic Identification and Representation of the Cornea-Contact Lens Relationship Using AS-OCT Images. Sensors 19 (23) (2019)
Joaquim de Moura, Jorge Novo, José Rouco, Pablo Charlón, Marcos Ortega
Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. J. Digit. Imaging 32 (6) (2019)
Sergio Baamonde, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
Automatic Identification and Intuitive Map Representation of the Epiretinal Membrane Presence in 3D OCT Volumes. Sensors 19 (23) (2019)
Alba Fernández, Marcos Ortega, Joaquim de Moura, Jorge Novo, Manuel G. Penedo
Automatic evaluation of eye gestural reactions to sound in video sequences. Eng. Appl. Artif. Intell. 85 (2019)
Macarena Díaz, Joaquim de Moura, Jorge Novo, Marcos Ortega
Automatic wide field registration and mosaicking of OCTA images using vascularity information. KES (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. EUROCAST (2) (2019)
Joaquim de Moura, Jorge Novo, Pablo Charlón, María Isabel Fernández, Marcos Ortega
Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images. KES (2019)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images. EUROCAST (2) (2019)
Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Marcos Ortega, Manuel G. Penedo
Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. EUROCAST (2) (2019)
Macarena Díaz, Marta Díez-Sotelo, Francisco Gómez-Ulla, Jorge Novo, Manuel Francisco González Penedo, Marcos Ortega
Automatic Visual Acuity Estimation by Means of Computational Vascularity Biomarkers Using Oct Angiographies. Sensors 19 (21) (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. IJCNN (2019)
Iago Otero Coto, Plácido Francisco Lizancos Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans. ESANN (2019)
Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Charlón, María Isabel Fernández, Francisco Gómez-Ulla, Marcos Ortega
Automatic Identification of Diabetic Macular Edema Biomarkers Using Optical Coherence Tomography Scans. EUROCAST (2) (2019)
Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network. IJCNN (2019)
Sergio Baamonde, Martiño Cabana, Neftalí Sillero, Manuel G. Penedo, Horacio Naveira, Jorge Novo
Fully automatic multi-temporal land cover classification using Sentinel-2 image data. KES (2019)
Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. Biomed. Signal Process. Control. 47 (2019)
Lucía Ramos, Jorge Novo, José Rouco, S. Romeo, M. D. Álvarez, Marcos Ortega
Multi-expert analysis and validation of objective vascular tortuosity measurements. KES (2018)
Macarena Díaz, Jorge Novo, Paula Cutrín, Francisco Gómez-Ulla, Manuel G. Penedo, Marcos Ortega
Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images. CoRR (2018)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) (2018)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES (2018)
Joaquim de Moura, Jorge Novo, Susana Penas, Marcos Ortega, Jorge Alves Silva, Ana Maria Mendonça
Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images. KES (2018)
Macarena Díaz, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Automatic extraction of vascularity measurements using OCT-A images. KES (2018)
Gabriela Samagaio, Aída Estévez, Joaquim de Moura, Jorge Novo, Marcos Ortega, María Isabel Fernández
Automatic Identification of Macular Edema in Optical Coherence Tomography Images. VISIGRAPP (4: VISAPP) (2018)
Gabriela Samagaio, Aída Estévez, Joaquim de Moura, Jorge Novo, María Isabel Fernández, Marcos Ortega
Automatic macular edema identification and characterization using OCT images. Comput. Methods Programs Biomed. 163 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jorge Novo