Author

Jose Rouco

Universidade da Coru

Biography

Jose Rouco is currently working as a Professor in the Department of Mathematics. His research interests includes Probability calibration. He is serving as an editorial member and reviewer of several international reputed journals. He has successfully completed his Administrative responsibilities. Jose Rouco has authored of many research articles/books related to Mathematics.  
Title
Cited by
Year
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers
V Mondéjar-Guerra, J Novo, J Rouco, MG Penedo, M OrtegaBiomedical Signal Processing and Control 47, 41-48, 2019201
252
2019
Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction
ÁS Hervella, J Rouco, J Novo, M OrtegaInternational Conference on Medical Image Computing and Computer-Assisted …, 2018201
44
2018
An end-to-end deep learning approach for simultaneous background modeling and subtraction.
VM Mondéjar-Guerra, J Rouco, J Novo, M OrtegaBMVC, 266, 2019201
42
2019
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 OrtegaComputer Methods and Programs in Biomedicine 186, 105201, 2020202
29
2020
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 OrtegaICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020202
26
2020
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images
J Morano, ÁS Hervella, J Novo, J RoucoArtificial Intelligence in Medicine 118, 102116, 2021202
24
2021
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction
ÁS Hervella, J Rouco, J Novo, M OrtegaApplied Soft Computing 91, 106210, 2020202
23
2020
Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements
L Ramos, J Novo, J Rouco, S Romeo, MD Álvarez, M OrtegaBMC medical research methodology 18 (1), 1-11, 2018201
22
2018
Self-supervised multimodal reconstruction of retinal images over paired datasets
ÁS Hervella, J Rouco, J Novo, M OrtegaExpert Systems with Applications 161, 113674, 2020202
22
2020
Automatic identification of intraretinal cystoid regions in optical coherence tomography
J Moura, J Novo, J Rouco, MG Penedo, M OrtegaConference on artificial intelligence in medicine in Europe, 305-315, 2017201
21
2017
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 OrtegaApplied Soft Computing 116, 108347, 2022202
21
2022
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data
ÁS Hervella, J Rouco, J Novo, M Ortega20 International Joint Conference on Neural Networks (IJCNN), 1-8, 202
19
2019
Wivern: a Web-Based System Enabling Computer-Aided Diagnosis and Interdisciplinary Expert Collaboration for Vascular Research
J Novo, J Rouco, N Barreira, M Ortega, MG Penedo, A CampilhoJournal of Medical and Biological Engineering 37 (6), 920-935, 2017201
16
2017
Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images
J de Moura, PL Vidal, J Novo, J Rouco, MG Penedo, M OrtegaSensors 20 (7), 2004, 2020202
14
2020
Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data
ÁS Hervella, J Rouco, J Novo, M Ortega2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019201
14
2019
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images
ÁS Hervella, J Rouco, J Novo, M OrtegaInformation Fusion 79, 6-161, 2022202
14
2022
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, 2021202
14
2021
Feature definition and selection for epiretinal membrane characterization in optical coherence tomography images
S Baamonde, J Moura, J Novo, J Rouco, M OrtegaInternational Conference on Image Analysis and Processing, 456-466, 2017201
12
2017
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, 2022202
9
2022
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images
D Rivas-Villar, J Rouco, R Carballeira, MG Penedo, J NovoComputer Methods and Programs in Biomedicine 200, 10523, 2021202
9
2021

Referred From: https://scholar.google.com/citations?hl=en&user=t0sZV6AAAAAJ

Cited by
Citations 1997
h-index 16
i10-index 29
Recommended Journals
Open Access Journals