Jorge Novo
Orcid: 0000-0002-0125-3064
According to our database1,
Jorge Novo
authored at least 130 papers
between 2008 and 2024.
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Bibliography
2024
Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity.
Medical Biol. Eng. Comput., 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration.
CoRR, 2024
2023
Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios.
IEEE J. Biomed. Health Informatics, November, 2023
Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images.
Appl. Intell., November, 2023
Deformable registration of multimodal retinal images using a weakly supervised deep learning approach.
Neural Comput. Appl., July, 2023
Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models.
Biomed. Signal Process. Control., July, 2023
Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images.
Medical Biol. Eng. Comput., May, 2023
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets.
Medical Biol. Eng. Comput., May, 2023
Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images.
Comput. Medical Imaging Graph., March, 2023
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning.
Comput. Methods Programs Biomed., February, 2023
Comput. Biol. Medicine, 2023
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., 2023
Explainable learning to analyze the outcome of COVID-19 patients using clinical data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images.
Pattern Recognit. Lett., 2022
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images.
Pattern Anal. Appl., 2022
Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes.
J. Digit. Imaging, 2022
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images.
Inf. Fusion, 2022
End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images.
Comput. Medical Imaging Graph., 2022
Color fundus image registration using a learning-based domain-specific landmark detection methodology.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images.
Appl. Soft Comput., 2022
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images.
Appl. Soft Comput., 2022
Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images.
Proceedings of the International Joint Conference on Neural Networks, 2022
Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
2021
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19.
Expert Syst. Appl., 2021
Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images.
Expert Syst. Appl., 2021
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis.
Expert Syst. Appl., 2021
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images.
Comput. Methods Programs Biomed., 2021
Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithms.
Comput. Biol. Medicine, 2021
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images.
Artif. Intell. Medicine, 2021
Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches.
IEEE Access, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis.
Proceedings of the IEEE International Conference on Acoustics, 2021
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images.
Sensors, 2020
Sensors, 2020
J. Digit. Imaging, 2020
Expert Syst. Appl., 2020
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images.
Comput. Methods Programs Biomed., 2020
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction.
Appl. Soft Comput., 2020
Deep Convolutional Approaches for the Analysis of COVID-19 Using Chest X-Ray Images From Portable Devices.
IEEE Access, 2020
Modeling, Localization, and Segmentation of the Foveal Avascular Zone on Retinal OCT-Angiography Images.
IEEE Access, 2020
Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
Automatic Visual Acuity Estimation by Means of Computational Vascularity Biomarkers Using Oct Angiographies.
Sensors, 2019
Automatic Identification and Representation of the Cornea-Contact Lens Relationship Using AS-OCT Images.
Sensors, 2019
Automatic Identification and Intuitive Map Representation of the Epiretinal Membrane Presence in 3D OCT Volumes.
Sensors, 2019
J. Digit. Imaging, 2019
Eng. Appl. Artif. Intell., 2019
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers.
Biomed. Signal Process. Control., 2019
Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Automatic wide field registration and mosaicking of OCTA images using vascularity information.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Fully automatic multi-temporal land cover classification using Sentinel-2 image data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2019
Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data.
Proceedings of the International Joint Conference on Neural Networks, 2019
Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Automatic Identification of Diabetic Macular Edema Biomarkers Using Optical Coherence Tomography Scans.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
An end-to-end deep learning approach for simultaneous background modeling and subtraction.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Detection of reactions to sound via gaze and global eye motion analysis using camera streaming.
Mach. Vis. Appl., 2018
Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images.
CoRR, 2018
Comput. Methods Programs Biomed., 2018
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
2017
Medical Biol. Eng. Comput., 2017
Comput. Methods Programs Biomed., 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017
Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Automatic vessel detection by means of brightness profile characterization in OCT images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns.
Proceedings of the Advances in Computational Intelligence, 2017
Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-Based Approach.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Automatic Retinal Vascularity Identification and Artery/Vein Classification Using Near-Infrared Reflectance Retinographies.
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2017
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography.
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the Advances in Artificial Intelligence, 2016
2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
2014
On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
2013
Pattern Recognit., 2013
Automatic classification of the interferential tear film lipid layer using colour texture analysis.
Comput. Methods Programs Biomed., 2013
Multiobjective differential evolution in the optimization of topological active models.
Appl. Soft Comput., 2013
Emergent Segmentation of Topological Active Nets by Means of Evolutionary Obtained Artificial Neural Networks.
Proceedings of the ICAART 2013, 2013
Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model.
Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Nat. Comput., 2012
Expert Syst. Appl., 2012
Statistical Comparison of Classifiers Applied to the Interferential Tear Film Lipid Layer Automatic Classification.
Comput. Math. Methods Medicine, 2012
Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Multiobjective Optimization of the 3D Topological Active Volume Segmentation Model.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
2010
Pattern Recognit. Lett., 2010
Int. J. Medical Informatics, 2010
Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
2009
Image Vis. Comput., 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Proceedings of the Computer Aided Systems Theory, 2009
2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008