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Mario Martínez Zarzuela
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A deep learning approach for brain tumor classification and segmentation using a multiscale convolutional neural network
FJ Díaz-Pernas, M Martínez-Zarzuela, M Antón-Rodríguez, ...
Healthcare 9 (2), 153, 2021
3752021
A Kinect-based system for cognitive rehabilitation exercises monitoring
D González-Ortega, FJ Díaz-Pernas, M Martínez-Zarzuela, ...
Computer methods and programs in biomedicine 113 (2), 620-631, 2014
2222014
Wavelet‐based denoising for traffic volume time series forecasting with self‐organizing neural networks
D Boto‐Giralda, FJ Díaz‐Pernas, D González‐Ortega, JF Díez‐Higuera, ...
Computer‐Aided Civil and Infrastructure Engineering 25 (7), 530-545, 2010
1472010
Rehabilitation using kinect-based games and virtual reality
M Pedraza-Hueso, S Martín-Calzón, FJ Díaz-Pernas, ...
Procedia Computer Science 75, 161-168, 2015
1442015
Efficient transfer entropy analysis of non-stationary neural time series
P Wollstadt, M Martínez-Zarzuela, R Vicente, FJ Díaz-Pernas, M Wibral
PloS one 9 (7), e102833, 2014
1442014
Mobile serious game using augmented reality for supporting children's learning about animals
MM Zarzuela, FJD Pernas, LB Martínez, DG Ortega, MA Rodríguez
Procedia computer science 25, 375-381, 2013
1262013
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks
P Wollstadt, JT Lizier, R Vicente, C Finn, M Martinez-Zarzuela, P Mediano, ...
arXiv preprint arXiv:1807.10459, 2018
1122018
Educational tourism through a virtual reality platform
MM Zarzuela, FJD Pernas, SM Calzón, DG Ortega, MA Rodríguez
Procedia Computer Science 25, 382-388, 2013
832013
Real-time vision-based eye state detection for driver alertness monitoring
D González-Ortega, FJ Díaz-Pernas, M Antón-Rodríguez, ...
Pattern Analysis and Applications 16 (3), 285-306, 2013
402013
Fuzzy art neural network parallel computing on the gpu
M Martínez-Zarzuela, FJ Díaz Pernas, JF Díez Higuera, MA Rodríguez
Computational and Ambient Intelligence: 9th International Work-Conference on …, 2007
392007
Real-time hands, face and facial features detection and tracking: Application to cognitive rehabilitation tests monitoring
D González-Ortega, FJ Díaz-Pernas, M Martínez-Zarzuela, ...
Journal of Network and Computer Applications 33 (4), 447-466, 2010
332010
Comparative study of neural network frameworks for the next generation of adaptive optics systems
C González-Gutiérrez, JD Santos, M Martínez-Zarzuela, AG Basden, ...
Sensors 17 (6), 1263, 2017
282017
Double recurrent interaction V1–V2–V4 based neural architecture for color natural scene boundary detection and surface perception
FJ Díaz-Pernas, M Martínez-Zarzuela, M Antón-Rodríguez, ...
Applied Soft Computing 21, 250-264, 2014
262014
Measuring alterations of spontaneous EEG neural coupling in Alzheimer's disease and mild cognitive impairment by means of cross-entropy metrics
SJ Ruiz-Gómez, C Gómez, J Poza, M Martínez-Zarzuela, MA Tola-Arribas, ...
Frontiers in Neuroinformatics 12, 76, 2018
252018
Does an early mobilization and immediate home-based self-therapy exercise program displace proximal humeral fractures in conservative treatment? Observational study
HJ Aguado, B Ariño, F Moreno-Mateo, EY Bustinza, C Simón-Pérez, ...
Journal of Shoulder and Elbow Surgery 27 (11), 2021-2029, 2018
242018
Recognition of coloured and textured images through a multi-scale neural architecture with orientational filtering and chromatic diffusion
M Antón-Rodríguez, FJ Díaz-Pernas, JF Díez-Higuera, ...
Neurocomputing 72 (16-18), 3713-3725, 2009
222009
Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings
M Martínez-Zarzuela, C Gómez, FJ Díaz-Pernas, A Fernández, R Hornero
Computer methods and programs in biomedicine 112 (1), 189-199, 2013
182013
AdaBoost face detection on the GPU using Haar-like features
M Martínez-Zarzuela, FJ Díaz-Pernas, M Antón-Rodríguez, ...
International Work-Conference on the Interplay Between Natural and …, 2011
182011
A physiological sensor-based android application synchronized with a driving simulator for driver monitoring
D González-Ortega, FJ Díaz-Pernas, M Martínez-Zarzuela, ...
Sensors 19 (2), 399, 2019
162019
Custom IMU-based wearable system for robust 2.4 GHz wireless human body parts orientation tracking and 3D movement visualization on an avatar
J González-Alonso, D Oviedo-Pastor, HJ Aguado, FJ Díaz-Pernas, ...
Sensors 21 (19), 6642, 2021
152021
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