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José Rouco
José Rouco
Verified email at udc.es
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Year
Classification of breast cancer histology images using convolutional neural networks
T Araújo, G Aresta, E Castro, J Rouco, P Aguiar, C Eloy, A Polónia, ...
PloS one 12 (6), e0177544, 2017
10002017
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
2762019
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
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, 2, 2009
1012009
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
672009
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
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
442019
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
382022
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images
ÁS Hervella, J Rouco, J Novo, MG Penedo, M Ortega
Computer Methods and Programs in Biomedicine 186, 105201, 2020
382020
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images
J Morano, ÁS Hervella, J Novo, J Rouco
Artificial Intelligence in Medicine 118, 102116, 2021
322021
Self-supervised multimodal reconstruction of retinal images over paired datasets
ÁS Hervella, J Rouco, J Novo, M Ortega
Expert Systems with Applications 161, 113674, 2020
302020
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction
ÁS Hervella, J Rouco, J Novo, M Ortega
Applied Soft Computing 91, 106210, 2020
282020
Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images
ÁS Hervella, L Ramos, J Rouco, J Novo, M Ortega
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
272020
Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements
L Ramos, J Novo, J Rouco, S Romeo, MD Álvarez, M Ortega
BMC medical research methodology 18, 1-11, 2018
272018
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images
ÁS Hervella, J Rouco, J Novo, M Ortega
Information Fusion 79, 146-161, 2022
232022
Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima–Media Thickness Measurement Systems and Their Clinical Impact
KM Meiburger, G Zahnd, F Faita, CP Loizou, C Carvalho, DA Steinman, ...
Ultrasound in Medicine & Biology 47 (8), 2442-2455, 2021
212021
Automatic identification of intraretinal cystoid regions in optical coherence tomography
J de Moura, J Novo, J Rouco, MG Penedo, M Ortega
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
212017
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data
ÁS Hervella, J Rouco, J Novo, M Ortega
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
192019
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement …
KM Meiburger, F Marzola, G Zahnd, F Faita, CP Loizou, N Lainé, ...
Computers in Biology and Medicine 144, 105333, 2022
182022
Color fundus image registration using a learning-based domain-specific landmark detection methodology
D Rivas-Villar, ÁS Hervella, J Rouco, J Novo
Computers in Biology and Medicine 140, 105101, 2022
182022
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