JUAN PABLO
CASASECA DE LA HIGUERA
CATEDRATICOS DE UNIVERSIDAD
CARLOS
ALBEROLA LOPEZ
CATEDRATICOS DE UNIVERSIDAD
Publications by the researcher in collaboration with CARLOS ALBEROLA LOPEZ (37)
2024
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Simplifying YOLOv5 for deployment in a real crop monitoring setting
Multimedia Tools and Applications, Vol. 83, Núm. 17, pp. 50197-50223
2023
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Convolution-based free-form deformation for multimodal groupwise registration
Signal Processing, Vol. 210
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Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics
Signal Processing, Vol. 202
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Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups
Artificial intelligence in medicine, Vol. 143, pp. 102630
2021
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Fast 4D elastic group-wise image registration. Convolutional interpolation revisited
Computer Methods and Programs in Biomedicine, Vol. 200
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Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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Evaluation in a Real Environment of a Trainable Cough Monitoring App for Smartphones
IFMBE Proceedings
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Groupwise non-rigid registration with deep learning: An affordable solution applied to 2D cardiac cine MRI reconstruction
Entropy, Vol. 22, Núm. 6
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Objective ADHD Diagnosis Using Convolutional Neural Networks over Daily-Life Activity Records
IEEE Journal of Biomedical and Health Informatics, Vol. 24, Núm. 9, pp. 2690-2700
2019
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A Second Order Multi-Stencil Fast Marching Method with a Non-Constant Local Cost Model
IEEE Transactions on Image Processing, Vol. 28, Núm. 4, pp. 1967-1979
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Groupwise Deep Learning-based Approach for Motion Compensation. Application to Compressed Sensing 2D Cardiac Cine MRI Reconstruction
Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019
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Reconstruction techniques for cardiac cine MRI
Insights into Imaging, Vol. 10, Núm. 1
2015
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Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation
Digital Signal Processing: A Review Journal, Vol. 38, pp. 1-12
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PPG beat reconstruction based on shape models and probabilistic templates for signals acquired with conventional smartphones
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014
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A stochastic modelling framework for the reconstruction of cardiovascular signals
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
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Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach
Medical Engineering and Physics, Vol. 36, Núm. 12, pp. 1585-1592
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ECG signal reconstruction based on stochastic joint-modeling of the ECG and the PPG signals
IFMBE Proceedings
2013
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A magnetic resonance software simulator for the evaluation of myocardial deformation estimation
Medical Engineering and Physics, Vol. 35, Núm. 9, pp. 1331-1340
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Probabilistic modeling of the oxygen saturation pattern for the detection of anomalies during clinical interventions
Computing in Cardiology
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Stochastic modeling of the PPG signal: A synthesis-by-analysis approach with applications
IEEE Transactions on Biomedical Engineering, Vol. 60, Núm. 9, pp. 2432-2441