
CARLOS
ALBEROLA LOPEZ
CATEDRATICOS DE UNIVERSIDAD
Publications (207) CARLOS ALBEROLA LOPEZ publications
2025
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Brain tumor enhancement prediction from pre-contrast conventional weighted images using synthetic multiparametric mapping and generative artificial intelligence
Quantitative Imaging in Medicine and Surgery, Vol. 15, Núm. 1, pp. 42-54
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Exogenous Agent-Free Synthetic Post-contrast Imaging with a Cascade of Deep Networks for Enhancement Prediction After Tumor Resection. A Parametric-Map Oriented Approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024
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Audio Cough Analysis by Parametric Modelling of Weighted Spectrograms to Interpret the Output of Convolutional Neural Networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Computing thickness of irregularly-shaped thin walls using a locally semi-implicit scheme with extrapolation to solve the Laplace equation: Application to the right ventricle
Computers in biology and medicine, Vol. 169, pp. 107855
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Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE
Sensors, Vol. 24, Núm. 4
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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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Diffusion sampling schemes: A generalized methodology with nongeometric criteria
Magnetic Resonance in Medicine, Vol. 89, Núm. 6, pp. 2270-2280
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Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics
Signal Processing, Vol. 202
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Estimation and inference
Medical Image Analysis (Elsevier), pp. 85-111
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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
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KomaMRI.jl: An open-source framework for general MRI simulations with GPU acceleration
Magnetic Resonance in Medicine, Vol. 90, Núm. 1, pp. 329-342
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Mathematical preliminaries
Medical Image Analysis (Elsevier), pp. 21-56
2022
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Cerebral White Matter Connectivity in Adolescent Idiopathic Scoliosis: A Diffusion Magnetic Resonance Imaging Study
Children, Vol. 9, Núm. 7
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Synthetic MRI improves radiomics-based glioblastoma survival prediction
NMR in Biomedicine, Vol. 35, Núm. 9
2021
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A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction
Computer Methods and Programs in Biomedicine, Vol. 207
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A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data
Computer Methods and Programs in Biomedicine, Vol. 210
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Elastic alignedsense for dynamic mr reconstruction: A proof of concept in cardiac cine
Entropy, Vol. 23, Núm. 5
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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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Hospitalization trends and chronobiology for mental disorders in Spain from 2005 to 2015
Chronobiology International, Vol. 38, Núm. 2, pp. 286-295