Marcos Ortega
Orcid: 0000-0002-2798-0788
According to our database1,
Marcos Ortega
authored at least 148 papers
between 2004 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
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
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
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 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
Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithms.
Comput. Biol. 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
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
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
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
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
Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 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
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
A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment.
IEEE J. Biomed. Health Informatics, 2016
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Proceedings of the Advances in Artificial Intelligence, 2016
2015
Detection and Characterization of the Sclera - Evaluation of Eye Gestural Reactions to Auditory Stimuli.
Proceedings of the VISAPP 2015, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis.
Proceedings of the ICAART 2015, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Mach. Vis. Appl., 2014
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Computer Aided Hearing Assessment: Detection of Eye Gesture Reactions as a Response to the Sound.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the ICAART 2014, 2014
Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound.
Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014
Interest Operator Analysis for Automatic Assessment of Spontaneous Gestures in Audiometries.
Proceedings of the ICAART 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Pattern Recognit., 2013
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios.
Expert Syst. Appl., 2013
Human Detection and Tracking under Complex Activities.
Proceedings of the VISAPP 2013, 2013
Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Movement Analysis for the Assessment of Hearing in Patients with Cognitive Impairment: A Preliminary Study.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Automatic cyst detection in OCT retinal images combining region flooding and texture analysis.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Automatic processing of audiometry sequences for objective screening of hearing loss.
Expert Syst. Appl., 2012
2011
J. Multimodal User Interfaces, 2011
Comput. Methods Programs Biomed., 2011
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images.
Comput. Methods Programs Biomed., 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
Topological active volumes: A topology-adaptive deformable model for volume segmentation.
Pattern Recognit., 2010
Int. J. Medical Informatics, 2010
Improvements in retinal vessel clustering techniques: towards the automatic computation of the arterio venous ratio.
Computing, 2010
2009
Personal verification based on extraction and characterisation of retinal feature points.
J. Vis. Lang. Comput., 2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the Image Analysis and Processing, 2009
Proceedings of the Image Analysis and Processing, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Texture Description in Local Scale Using Texton Histograms with Universal Dictionary.
Proceedings of the DICTA 2009, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
Proceedings of the Progress in Pattern Recognition, 2009
A Novel Similarity Metric for Retinal Images based Authentication.
Proceedings of the BIOSIGNALS 2009, 2009
2008
On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation Using a Deformable Contour Model.
Proceedings of the Progress in Pattern Recognition, 2008
2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Progress in Pattern Recognition, 2007
2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004