Publications (207) CARLOS ALBEROLA LOPEZ publications

filter_list

2025

  1. 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

  2. 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

  1. 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

  2. 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

  3. Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE

    Sensors, Vol. 24, Núm. 4

  4. Simplifying YOLOv5 for deployment in a real crop monitoring setting

    Multimedia Tools and Applications, Vol. 83, Núm. 17, pp. 50197-50223

2023

  1. Convolution-based free-form deformation for multimodal groupwise registration

    Signal Processing, Vol. 210

  2. Diffusion sampling schemes: A generalized methodology with nongeometric criteria

    Magnetic Resonance in Medicine, Vol. 89, Núm. 6, pp. 2270-2280

  3. Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics

    Signal Processing, Vol. 202

  4. Estimation and inference

    Medical Image Analysis (Elsevier), pp. 85-111

  5. 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

  6. KomaMRI.jl: An open-source framework for general MRI simulations with GPU acceleration

    Magnetic Resonance in Medicine, Vol. 90, Núm. 1, pp. 329-342

  7. Mathematical preliminaries

    Medical Image Analysis (Elsevier), pp. 21-56

2022

  1. Cerebral White Matter Connectivity in Adolescent Idiopathic Scoliosis: A Diffusion Magnetic Resonance Imaging Study

    Children, Vol. 9, Núm. 7

  2. Synthetic MRI improves radiomics-based glioblastoma survival prediction

    NMR in Biomedicine, Vol. 35, Núm. 9

2021

  1. A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction

    Computer Methods and Programs in Biomedicine, Vol. 207

  2. 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

  3. Elastic alignedsense for dynamic mr reconstruction: A proof of concept in cardiac cine

    Entropy, Vol. 23, Núm. 5

  4. Fast 4D elastic group-wise image registration. Convolutional interpolation revisited

    Computer Methods and Programs in Biomedicine, Vol. 200

  5. Hospitalization trends and chronobiology for mental disorders in Spain from 2005 to 2015

    Chronobiology International, Vol. 38, Núm. 2, pp. 286-295