Carlos Alberola-López
Orcid: 0000-0003-3684-0055Affiliations:
- University of Valladolid, Higher Technical School of Telecommunications Engineering, Spain
According to our database1,
Carlos Alberola-López
authored at least 130 papers
between 1996 and 2024.
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Bibliography
2024
Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE.
Sensors, February, 2024
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.
Comput. Biol. Medicine, February, 2024
2023
Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups.
Artif. Intell. Medicine, September, 2023
Signal Process., 2023
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics.
Signal Process., 2023
2021
Magnetic Resonance Simulation in Education: Quantitative Evaluation of an Actual Classroom Experience.
Sensors, 2021
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine.
Entropy, 2021
A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data.
Comput. Methods Programs Biomed., 2021
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited.
Comput. Methods Programs Biomed., 2021
A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Comput. Methods Programs Biomed., 2021
Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2021
2020
Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records.
IEEE J. Biomed. Health Informatics, 2020
A Web-Based Educational Magnetic Resonance Simulator: Design, Implementation and Testing.
J. Medical Syst., 2020
Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction.
Entropy, 2020
Integration of an intelligent tutoring system in a magnetic resonance simulator for education: Technical feasibility and user experience.
Comput. Methods Programs Biomed., 2020
2019
OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices.
IEEE J. Biomed. Health Informatics, 2019
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model.
IEEE Trans. Image Process., 2019
2018
Exact Calculation of Noise Maps and ${g}$ -Factor in GRAPPA Using a ${k}$ -Space Analysis.
IEEE Trans. Medical Imaging, 2018
Vortical features for myocardial rotation assessment in hypertrophic cardiomyopathy using cardiac tagged magnetic resonance.
Medical Image Anal., 2018
Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality, 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
2017
Estimation of Healthy and Fibrotic Tissue Distributions in DE-CMR Incorporating CINE-CMR in an EM Algorithm.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Groupwise non-rigid registration on multiparametric abdominal DWI acquisitions for robust ADC estimation: Comparison with pairwise approaches and different multimodal metrics.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Multi-oriented windowed harmonic phase reconstruction for robust cardiac strain imaging.
Medical Image Anal., 2016
Whole-Heart Single Breath-Hold Cardiac Cine: A Robust Motion-Compensated Compressed Sensing Reconstruction Method.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
An Automated Tensorial Classification Procedure for Left Ventricular Hypertrophic Cardiomyopathy.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Multiresolution reconstruction of real-time MRI with motion compensated compressed sensing: Application to 2D free-breathing cardiac MRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A variational method for scar segmentation with myocardial contour correction in DE-CMR images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images.
IEEE Trans. Image Process., 2015
Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation.
Digit. Signal Process., 2015
PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
2014
Multi-Stencil Streamline Fast Marching: A General 3-D Framework to Determine Myocardial Thickness and Transmurality in Late Enhancement Images.
IEEE Trans. Medical Imaging, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications.
IEEE Trans. Biomed. Eng., 2013
Groupwise Elastic Registration by a New Sparsity-Promoting Metric: Application to the Alignment of Cardiac Magnetic Resonance Perfusion Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Int. J. Biomed. Imaging, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classification of Delayed Enhancement Scar Islands by Means of their Local Subendocardial Transmurality.
Proceedings of the Computing in Cardiology, 2013
Probabilistic Modeling of the Oxygen Saturation Pattern for the Detection of Anomalies During ClinicalInterventions.
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
2012
A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation.
IEEE Trans. Image Process., 2012
Ubiquitous Tele-monitoring Kit (UTK): Measuring Physiological Signals Anywhere at Anytime.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling.
Proceedings of the 20th European Signal Processing Conference, 2012
Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling.
IEEE Trans. Dependable Secur. Comput., 2011
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model.
Medical Image Anal., 2011
Gaussian mixtures on tensor fields for segmentation: Applications to medical imaging.
Comput. Medical Imaging Graph., 2011
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Image Vis. Comput., 2010
2009
Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
A 3-D Collision Handling Algorithm for Surgery Simulation Based on Feedback Fuzzy Logic.
IEEE Trans. Inf. Technol. Biomed., 2009
A Multichannel Model-Based Methodology for Extubation Readiness Decision of Patients on Weaning Trials.
IEEE Trans. Biomed. Eng., 2009
Addendum to "Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data" [Medical Image Analysis 13 (2009) 19-35].
Medical Image Anal., 2009
Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data.
Medical Image Anal., 2009
Automatic noise estimation in images using local statistics. Additive and multiplicative cases.
Image Vis. Comput., 2009
A Log-Euclidean Polyaffine Registration for Articulated Structures in Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Noise and Signal Estimation in Magnitude MRI and Rician Distributed Images: A LMMSE Approach.
IEEE Trans. Image Process., 2008
Texture and color segmentation based on the combined use of the structure tensor and the image components.
Signal Process., 2008
Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
SINERGIA laparoscopic virtual reality simulator: Didactic design and technical development.
Comput. Methods Programs Biomed., 2007
Neural Network-Assisted Fiber Tracking of Synthetic and White Matter DT-MR Images.
Proceedings of the World Congress on Engineering, 2007
Low Complexity, Low Delay and Scalable Audio Coding Scheme Based on a Novel Statistical Perceptual Quantization Procedure.
Proceedings of the SIGMAP 2007, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
A new proposal for 3D fiber tracking in synthetic diffusion tensor magnetic resonance images.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Tissue Identification in Ultrasound Images using Rayleigh Local Parameter Estimation.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering.
IEEE Trans. Image Process., 2006
Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective.
IEEE Trans. Biomed. Eng., 2006
Matrix-based hierarchical fuzzy systems.
Proceedings of the ICINCO 2006, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Endocardium and Epicardium Contour Modeling Based on Markov Random Fields and Active Contours.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework.
Proceedings of the Visualization and Processing of Tensor Fields, 2006
2005
IEEE Trans. Fuzzy Syst., 2005
An approach for contour detection of human kidneys from ultrasound images using Markov random fields and active contours.
Medical Image Anal., 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Pull-push level sets: a new term to encode prior knowledge for the segmentation of teeth images.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
A lossless compression algorithm based on predictive coding for volumetric medical datasets.
Proceedings of the 13th European Signal Processing Conference, 2005
Weaning from mechanical ventilation: Feature extraction from a statistical signal processing viewpoint.
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
2004
IEEE Trans. Syst. Man Cybern. Part A, 2004
Comments on: A methodology for evaluation of boundary detection algorithms on medical images.
IEEE Trans. Medical Imaging, 2004
IEEE Trans. Fuzzy Syst., 2004
A computational TW3 classifier for skeletal maturity assessment. A <i>Computing with Words</i> approach.
J. Biomed. Informatics, 2004
3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
2003
Signal Process., 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
A fully automatic algorithm for contour detection of bones in hand radiographs using active contours.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Anisotropic Regularization of Posterior Probability Maps Using Vector Space Projections. Application to MRI Segmentation.
Proceedings of the Computer Aided Systems Theory, 2003
A Novel Gauss-Markov Random Field Approach for Regularization of Diffusion Tensor Maps.
Proceedings of the Computer Aided Systems Theory, 2003
2002
IEEE Trans. Fuzzy Syst., 2002
A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Signal Process., 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Markov Random Fields and the Disparity Gradient Constraint Applied to Stereo Correspondence.
Proceedings of the 1999 International Conference on Image Processing, 1999
Human Hand Postures and Gestures Recognition: Towards a Human-Gesture Communication Interface.
Proceedings of the 1999 International Conference on Image Processing, 1999
1996
Hypothesis testing for coarse region estimation and stable point determination applied to Markovian texture segmentation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
A non-iterative approach to initial region estimation applied to color image segmentation.
Proceedings of the 8th European Signal Processing Conference, 1996
Proceedings of the 8th European Signal Processing Conference, 1996