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Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)
Marcos Ortega Hortas (ORCID: 0000-0002-2798-0788)
Full Professor CS&AI at Universidade da Coruña. VARPA Group. INIBIC Biomedical Research
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Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers
V Mondéjar-Guerra, J Novo, J Rouco, MG Penedo, M Ortega
Biomedical Signal Processing and Control 47, 41-48, 2019
2792019
Retinal verification using a feature points-based biometric pattern
M Ortega, MG Penedo, J Rouco, N Barreira, MJ Carreira
EURASIP Journal on Advances in Signal Processing 2009, 1-13, 2009
1022009
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images
D Calvo, M Ortega, MG Penedo, J Rouco
Computer methods and programs in biomedicine 103 (1), 28-38, 2011
1012011
A snake for retinal vessel segmentation
L Espona, MJ Carreira, M Ortega, MG Penedo
Iberian Conference on Pattern Recognition and Image Analysis, 178-185, 2007
992007
Retinal vessel tree segmentation using a deformable contour model
L Espona, MJ Carreira, MG Penedo, M Ortega
2008 19th international conference on pattern recognition, 1-4, 2008
962008
Deep convolutional approaches for the analysis of covid-19 using chest x-ray images from portable devices
J De Moura, LR García, PFL Vidal, M Cruz, LA López, EC Lopez, J Novo, ...
Ieee Access 8, 195594-195607, 2020
882020
Automatic segmentation of the foveal avascular zone in ophthalmological OCT-A images
M Díaz, J Novo, P Cutrín, F Gómez-Ulla, MG Penedo, M Ortega
PloS one 14 (2), e0212364, 2019
782019
Sirius: a web-based system for retinal image analysis
M Ortega, N Barreira, J Novo, MG Penedo, A Pose-Reino, F Gómez-Ulla
International journal of medical informatics 79 (10), 722-732, 2010
692010
Personal verification based on extraction and characterisation of retinal feature points
M Ortega, MG Penedo, J Rouco, N Barreira, MJ Carreira
Journal of Visual Languages & Computing 20 (2), 80-90, 2009
682009
Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images
J de Moura, J Novo, M Ortega
Applied Soft Computing 115, 108190, 2022
642022
Introduction to medical applications of artificial intelligence
A Agah
Medical Applications of Artificial Intelligence, 19-26, 2013
632013
Biometric authentication using digital retinal images
M Ortega, C Marino, MG Penedo, M Blanco, F Gonzalez
Proceedings of the 5th WSEAS international conference on Applied computer …, 2006
632006
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19
PL Vidal, J de Moura, J Novo, M Ortega
Expert Systems with Applications 173, 114677, 2021
612021
Automatic macular edema identification and characterization using OCT images
G Samagaio, A Estévez, J de Moura, J Novo, MI Fernández, M Ortega
Computer methods and programs in biomedicine 163, 47-63, 2018
542018
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
ÁS Hervella, J Rouco, J Novo, M Ortega
Procedia Computer Science 126, 97-104, 2018
532018
An end-to-end deep learning approach for simultaneous background modeling and subtraction.
VM Mondéjar-Guerra, J Rouco, J Novo, M Ortega
BMVC, 266, 2019
482019
Retinal image understanding emerges from self-supervised multimodal reconstruction
ÁS Hervella, J Rouco, J Novo, M Ortega
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
482018
Intraretinal fluid identification via enhanced maps using optical coherence tomography images
PL Vidal, J De Moura, J Novo, MG Penedo, M Ortega
Biomedical optics express 9 (10), 4730-4754, 2018
422018
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images
ÁS Hervella, J Rouco, J Novo, M Ortega
Applied Soft Computing 116, 108347, 2022
402022
Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images
DI Morís, JJ de Moura Ramos, JN Buján, MO Hortas
Expert systems with applications 185, 115681, 2021
402021
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