A comparison of CFAR strategies for blob detection in textured images. - Carlos Alberola-López; José Ramón Casar Corredera; Juan Ruiz-Alzola (EUSIPCO, 1996)

A non-iterative approach to initial region estimation applied to color image segmentation. - Javier Portillo-García; Carlos Alberola-López; Lorenzo José Tardón García; Juan Ignacio Trueba-Santander (EUSIPCO, 1996)

3D tracking of deformable objects with applications to coding and recognition. - Juan Ruiz-Alzola; Carlos Alberola-López; José R. Casar Corredera; Gonzalo C. de Miguel Vela (EUSIPCO, 1996)

Hypothesis testing for coarse region estimation and stable point determination applied to Markovian texture segmentation. - Lorenzo José Tardón García; Javier Portillo-García; Carlos Alberola-López; Juan Ignacio Trueba-Santander (ICIP (3), 1996)

Human Hand Postures and Gestures Recognition: Towards a Human-Gesture Communication Interface. - Carlos Alberola-López; Juan Ruiz-Alzola; Francisco Juan; Rafael Socas (ICIP (4), 1999)

Markov Random Fields and the Disparity Gradient Constraint Applied to Stereo Correspondence. - Lorenzo José Tardón García; Javier Portillo-García; Carlos Alberola-López (ICIP (3), 1999)

Tracking with text-based messages. - Carlos Alberola-López; George V. Cybenko (IEEE Intell. Syst., 1999)

Energy functions for the segmentation of ultrasound volume data using active rays. - Marcos Martín; E. Rodríguez; Débora M. Tejada; Carlos Alberola-López; J. Ruiz (ICASSP, 2000)

diSNei: A Collaborative Environment for Medical Images Analysis and Visualization. - Carlos Alberola-López; Rubén Cárdenes; Marcos Martín-Fernández; Miguel A. Martín; Miguel A. Rodríguez-Florido; Juan Ruiz-Alzola (MICCAI, 2000)

Graphical models for problem solving. - Carlos Alberola-López; Lorenzo J. Tardón; Juan Ruiz-Alzola (Comput. Sci. Eng., 2000)

Model-based stereo-visual tracking: Covariance analysis and tracking schemes. - Juan Ruiz-Alzola; Carlos Alberola-López; José R. Casar Corredera (Signal Process., 2000)

Fuzzy anisotropic diffusion for speckle filtering. - Santiago Aja-Fernández; Carlos Alberola-López; Juan Ruiz (ICASSP, 2001)

A topology-based filling algorithm. - Marcos Martín-Fernández; Miguel A. Martín; Carlos Alberola-López; Juan Ruiz-Alzola (Comput. Graph., 2001)

A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields. - Marcos Martín-Fernández; Carlos Alberola-López (MICCAI (2), 2002)

Nonrigid registration of 3D tensor medical data. - Juan Ruiz-Alzola; Carl-Fredrik Westin; Simon K. Warfield; Carlos Alberola-López; Stefan S. Maier; Ron Kikinis (Medical Image Anal., 2002)

A fuzzy MHT algorithm applied to text-based information tracking. - Santiago Aja-Fernández; Carlos Alberola-López; George Cybenko (IEEE Trans. Fuzzy Syst., 2002)

A Novel Gauss-Markov Random Field Approach for Regularization of Diffusion Tensor Maps. - Marcos Martín-Fernández; Raúl San José Estépar; Carl-Fredrik Westin; Carlos Alberola-López (EUROCAST, 2003)

Anisotropic Regularization of Posterior Probability Maps Using Vector Space Projections. Application to MRI Segmentation. - Miguel A. Rodríguez-Florido; Rubén Cárdenes; Carl-Fredrik Westin; Carlos Alberola-López; Juan Ruiz-Alzola (EUROCAST, 2003)

Inference with fuzzy granules for computing with words: a practical viewpoint. - Santiago Aja-Fernández; Carlos Alberola-López (FUZZ-IEEE, 2003)

A fully automatic algorithm for contour detection of bones in hand radiographs using active contours. - Rodrigo de Luis García; Marcos Martín-Fernández; Juan Ignacio Arribas; Carlos Alberola-López (ICIP (3), 2003)

Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution. - Raúl San José Estépar; Marcos Martín-Fernández; Carlos Alberola-López; James Ellsmere; Ron Kikinis; Carl-Fredrik Westin (MICCAI (2), 2003)

Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach. - Marcos Martín-Fernández; Carlos Alberola-López; Juan Ruiz-Alzola; Carl-Fredrik Westin (MICCAI (2), 2003)

Geostatistical Medical Image Registration. - Juan Ruiz-Alzola; Eduardo Suárez; Carlos Alberola-López; Simon K. Warfield; Carl-Fredrik Westin (MICCAI (2), 2003)

Automatic bone age assessment: a registration approach. - Miguel Ángel Martín-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (Image Processing, 2003)

A fuzzy-controlled Kalman filter applied to stereo-visual tracking schemes. - Santiago Aja-Fernández; Carlos Alberola-López; Juan Ruiz-Alzola (Signal Process., 2003)

A simple test of equality of time series. - Carlos Alberola-López; Marcos Martín-Fernández (Signal Process., 2003)

Biometric identification systems. - Rodrigo de Luis García; Carlos Alberola-López; Otman Aghzout; Juan Ruiz-Alzola (Signal Process., 2003)

Hierarchical fuzzy systems with FITM. - Santiago Aja-Fernández; Carlos Alberola-López (FUZZ-IEEE, 2004)

3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields. - Marcos Martín-Fernández; Carl-Fredrik Westin; Carlos Alberola-López (MICCAI (1), 2004)

A computational TW3 classifier for skeletal maturity assessment. A Computing with Words approach. - Santiago Aja-Fernández; Rodrigo de Luis García; Miguel Ángel Martín-Fernández; Carlos Alberola-López (J. Biomed. Informatics, 2004)

Fast inference in SAM fuzzy systems using transition matrices. - Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Fuzzy Syst., 2004)

Comments on: A methodology for evaluation of boundary detection algorithms on medical images. - Carlos Alberola-López; Marcos Martín-Fernández; Juan Ruiz-Alzola (IEEE Trans. Medical Imaging, 2004)

A novel Markovian formulation of the correspondence problem in stereo vision. - Lorenzo José Tardón García; Javier Portillo-García; Carlos Alberola-López (IEEE Trans. Syst. Man Cybern. Part A, 2004)

Matrix Inference in Fuzzy Decision Trees. - Santiago Aja-Fernández; Carlos Alberola-López (EUSFLAT Conf., 2005)

Weaning from mechanical ventilation: Feature extraction from a statistical signal processing viewpoint. - Pablo Casaseca-de-la-Higuera; Rodrigo de Luis García; Federico Simmross-Wattenberg; Carlos Alberola-López (EUSIPCO, 2005)

A lossless compression algorithm based on predictive coding for volumetric medical datasets. - Mónica Díez-García; Federico Simmross-Wattenberg; Carlos Alberola-López (EUSIPCO, 2005)

Pull-push level sets: a new term to encode prior knowledge for the segmentation of teeth images. - Rodrigo de Luis García; Raúl San José Estépar; Carlos Alberola-López (Image Processing, 2005)

Articulated registration: elastic registration based on a wire-model. - Miguel Ángel Martín-Fernández; Emma Muñoz-Moreno; Marcos Martín-Fernández; Carlos Alberola-López (Image Processing, 2005)

Tensor Processing for Texture and Colour Segmentation. - Rodrigo de Luis García; Rachid Deriche; Mikaël Rousson; Carlos Alberola-López (SCIA, 2005)

Group-Slicer: A collaborative extension of 3D-Slicer. - Federico Simmross-Wattenberg; Noemí Carranza-Herrezuelo; Cristina Palacios-Camarero; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Santiago Aja-Fernández; Juan Ruiz-Alzola; Carl-Fredrik Westin; Carlos Alberola-López (J. Biomed. Informatics, 2005)

An approach for contour detection of human kidneys from ultrasound images using Markov random fields and active contours. - Marcos Martín-Fernández; Carlos Alberola-López (Medical Image Anal., 2005)

Kriging filters for multidimensional signal processing. - Juan Ruiz-Alzola; Carlos Alberola-López; Carl-Fredrik Westin (Signal Process., 2005)

Fast Inference Using Transition Matrices: An Extension to Nonlinear Operators. - Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Fuzzy Syst., 2005)

Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework. - Carl-Fredrik Westin; Marcos Martín-Fernández; Carlos Alberola-López; Juan Ruiz-Alzola; Hans Knutsson (Visualization and Processing of Tensor Fields, 2006)

Image Quality Assessment based on Local Variance. - Santiago Aja-Fernández; Raúl San José Estépar; Carlos Alberola-López; Carl-Fredrik Westin (EMBC, 2006)

Endocardium and Epicardium Contour Modeling Based on Markov Random Fields and Active Contours. - Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (EMBC, 2006)

Parametric 3D Hip Joint Segmentation for the Diagnosis of Developmental Dysplasia. - Rodrigo de Luis García; Carlos Alberola-López (EMBC, 2006)

Matrix-based hierarchical fuzzy systems. - Santiago Aja-Fernández; Carlos Alberola-López (ICINCO-ICSO, 2006)

Fuzzy feedback system analysis using transition matrices. - Santiago Aja-Fernández; Carlos Alberola-López (Fuzzy Sets Syst., 2006)

Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective. - Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2006)

On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering. - Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Image Process., 2006)

Tissue Identification in Ultrasound Images using Rayleigh Local Parameter Estimation. - Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (BIBE, 2007)

A new proposal for 3D fiber tracking in synthetic diffusion tensor magnetic resonance images. - Luis M. San-José-Revuelta; Marcos Martín-Fernández; Carlos Alberola-López (ISSPA, 2007)

Signal LMMSE Estimation from Multiple Samples in MRI and DT-MRI. - Santiago Aja-Fernández; Carlos Alberola-López; Carl-Fredrik Westin (MICCAI (2), 2007)

Mixtures of Gaussians on Tensor Fields for DT-MRI Segmentation. - Rodrigo de Luis García; Carlos Alberola-López (MICCAI (1), 2007)

Low Complexity, Low Delay and Scalable Audio Coding Scheme Based on a Novel Statistical Perceptual Quantization Procedure. - César Alonso Abad; Miguel Ángel Martín-Fernández; Carlos Alberola-López (SIGMAP, 2007)

Neural Network-Assisted Fiber Tracking of Synthetic and White Matter DT-MR Images. - Luis M. San-José-Revuelta; Marcos Martín-Fernández; Carlos Alberola-López (World Congress on Engineering, 2007)

SINERGIA laparoscopic virtual reality simulator: Didactic design and technical development. - Pablo Lamata; Enrique J. Gómez; Francisco M. Sánchez-Margallo; Oscar López; Carlos Monserrat; Verónica García-Pérez; Carlos Alberola-López; Miguel Ángel Rodríguez Florido; Juan Ruiz; Jesús Usón (Comput. Methods Programs Biomed., 2007)

Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration. - Gonzalo Vegas-Sánchez-Ferrero; Antonio Tristán-Vega; Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (CVPR Workshops, 2008)

Texture and color segmentation based on the combined use of the structure tensor and the image components. - Rodrigo de Luis García; Rachid Deriche; Carlos Alberola-López (Signal Process., 2008)

Matrix Modeling of Hierarchical Fuzzy Systems. - Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Fuzzy Syst., 2008)

Noise and Signal Estimation in Magnitude MRI and Rician Distributed Images: A LMMSE Approach. - Santiago Aja-Fernández; Carlos Alberola-López; Carl-Fredrik Westin (IEEE Trans. Image Process., 2008)

A Log-Euclidean Polyaffine Registration for Articulated Structures in Medical Images. - Miguel Ángel Martín-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (MICCAI (1), 2009)

Automatic noise estimation in images using local statistics. Additive and multiplicative cases. - Santiago Aja-Fernández; Gonzalo Vegas-Sánchez-Ferrero; Marcos Martín-Fernández; Carlos Alberola-López (Image Vis. Comput., 2009)

Automatic articulated registration of hand radiographs. - Miguel Ángel Martín-Fernández; Rubén Cárdenes; Emma Muñoz-Moreno; Rodrigo de Luis García; Marcos Martín-Fernández; Carlos Alberola-López (Image Vis. Comput., 2009)

Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data. - Marcos Martín-Fernández; Emma Muñoz-Moreno; Leila Cammoun; Jean-Philippe Thiran; Carl-Fredrik Westin; Carlos Alberola-López (Medical Image Anal., 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]. - Marcos Martín-Fernández; Emma Muñoz-Moreno; Leila Cammoun; Jean-Philippe Thiran; Carl-Fredrik Westin; Carlos Alberola-López (Medical Image Anal., 2009)

A Multichannel Model-Based Methodology for Extubation Readiness Decision of Patients on Weaning Trials. - Pablo Casaseca-de-la-Higuera; Federico Simmross-Wattenberg; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2009)

A 3-D Collision Handling Algorithm for Surgery Simulation Based on Feedback Fuzzy Logic. - Verónica García-Pérez; Emma Muñoz-Moreno; Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Inf. Technol. Biomed., 2009)

Segmentation of Tensor Fields: Recent Advances and Perspectives. - Rodrigo de Luis García; Carlos Alberola-López; Carl-Fredrik Westin (Tensors in Image Processing and Computer Vision, 2009)

Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration. - Gonzalo Vegas-Sánchez-Ferrero; Antonio Tristán-Vega; Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (Tensors in Image Processing and Computer Vision, 2009)

Fast and accurate geodesic distance transform by ordered propagation. - Rubén Cárdenes; Carlos Alberola-López; Juan Ruiz-Alzola (Image Vis. Comput., 2010)

Improving Harmonic Phase Imaging by the Windowed Fourier Transform. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (ISBI, 2011)

Topology-Preserving Registration: A Solution via Graph Cuts. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (IWCIA, 2011)

Gaussian mixtures on tensor fields for segmentation: Applications to medical imaging. - Rodrigo de Luis García; Carl-Fredrik Westin; Carlos Alberola-López (Comput. Medical Imaging Graph., 2011)

Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; J. Alberto San-Román-Calvar; Ana Revilla-Orodea; Marcos Martín-Fernández; Carlos Alberola-López (Medical Image Anal., 2011)

Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling. - Federico Simmross-Wattenberg; Juan I. Asensio-Pérez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Ioannis A. Dimitriadis; Carlos Alberola-López (IEEE Trans. Dependable Secur. Comput., 2011)

Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries. - Pablo Casaseca-de-la-Higuera; Diego Martín-Martínez; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Jose Ramon-Garmendia Leiza; Carlos Alberola-López (EMBC, 2012)

Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (EUSIPCO, 2012)

A MRI phantom for cardiac perfusion simulation. - Santiago Aja-Fernández; Lucilio Cordero-Grande; Carlos Alberola-López (ISBI, 2012)

3D fusion of cine and late-enhanced cardiac magnetic resonance images. - Lucilio Cordero-Grande; Susana Merino-Caviedes; Xènia Albà; Rosa M. Figueras i Ventura; Alejandro F. Frangi; Carlos Alberola-López (ISBI, 2012)

Ubiquitous Tele-monitoring Kit (UTK): Measuring Physiological Signals Anywhere at Anytime. - Carlos Marcos Lagunar; Carlos Cavero Barca; Ana María Quintero Padrón; Xavier Planes; Federico Simmross-Wattenberg; Carlos Alberola-López; Marcos Martín-Fernández; Noelia Martín Hernández; Enric Calderón Oliveras; Javier Corral Herranz; Antonio González Martínez; Jordi Huguet; et al. (IWAAL, 2012)

A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (IEEE Trans. Image Process., 2012)

Assessment of the Fibrotic Myocardial Tissue Mechanics by Image Processing. - Lucilio Cordero-Grande; Teresa Sevilla-Ruiz; Ana Revilla-Orodea; Marcos Martín-Fernández; Carlos Alberola-López (CinC, 2013)

Probabilistic Modeling of the Oxygen Saturation Pattern for the Detection of Anomalies During ClinicalInterventions. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (CinC, 2013)

Classification of Delayed Enhancement Scar Islands by Means of their Local Subendocardial Transmurality. - Susana Merino-Caviedes; Lucilio Cordero-Grande; Teresa Sevilla-Ruiz; M. Teresa Pérez; Marcos Martín-Fernández; Carlos Alberola-López (CinC, 2013)

Robust estimation of MRI myocardial perfusion parameters. - Santiago Aja-Fernández; Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Rodrigo de Luis García; Carlos Alberola-López (EMBC, 2013)

Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation. - Rodrigo de Luis García; Gonzalo Vegas-Sánchez-Ferrero; Santiago Aja-Fernández; Carlos Alberola-López (EMBC, 2013)

Homeomorphic Geometrical Transform for Collision Response in Surgical Simulation. - Verónica García-Pérez; Antonio Tristán-Vega; Santiago Aja-Fernández; Carlos Alberola-López (IbPRIA, 2013)

Advanced Signal Processing Methods for Biomedical Imaging. - Juan Ruiz-Alzola; Carlos Alberola-López; Carl-Fredrik Westin (Int. J. Biomed. Imaging, 2013)

Geometrical constraints for robust tractography selection. - Rodrigo de Luis García; Carl-Fredrik Westin; Carlos Alberola-López (NeuroImage, 2013)

Groupwise Elastic Registration by a New Sparsity-Promoting Metric: Application to the Alignment of Cardiac Magnetic Resonance Perfusion Images. - Lucilio Cordero-Grande; Susana Merino-Caviedes; Santiago Aja-Fernández; Carlos Alberola-López (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2013)

A stochastic modelling framework for the reconstruction of cardiovascular signals. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Abbes Amira; Chunbo Luo; Christos Grecos; Carlos Alberola-López (EMBC, 2014)

Multi-Stencil Streamline Fast Marching: A General 3-D Framework to Determine Myocardial Thickness and Transmurality in Late Enhancement Images. - Susana Merino-Caviedes; Lucilio Cordero-Grande; Ana Revilla-Orodea; Teresa Sevilla-Ruiz; M. Teresa Pérez; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Medical Imaging, 2014)

PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones. - Diego Martín-Martínez; Alexandre Domingues; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López; J. Miguel Sanches (IbPRIA, 2015)

Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation. - Federico Simmross-Wattenberg; Marcos Martín-Fernández; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (Digit. Signal Process., 2015)

Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images. - Gabriel Ramos-Llordén; Gonzalo Vegas-Sánchez-Ferrero; Marcos Martín-Fernández; Carlos Alberola-López; Santiago Aja-Fernández (IEEE Trans. Image Process., 2015)

A variational method for scar segmentation with myocardial contour correction in DE-CMR images. - Susana Merino-Caviedes; Lucilio Cordero-Grande; M. Teresa Pérez Rodríguez; M. Teresa Sevilla-Ruiz; Ana Revilla-Orodea; Marcos Martín-Fernández; Carlos Alberola-López (ISBI, 2016)

Multiresolution reconstruction of real-time MRI with motion compensated compressed sensing: Application to 2D free-breathing cardiac MRI. - Javier Royuela-del-Val; Muhammad Usman 014; Lucilio Cordero-Grande; Marcos Martín-Fernández; Federico Simmross-Wattenberg; Claudia Prieto; Carlos Alberola-López (ISBI, 2016)

Spatial and spectral anisotropy in HARP images: An automated approach. - Santiago Sanz-Estébanez; Lucilio Cordero-Grande; Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (ISBI, 2016)

An Automated Tensorial Classification Procedure for Left Ventricular Hypertrophic Cardiomyopathy. - Santiago Sanz-Estébanez; Javier Royuela-del-Val; Susana Merino-Caviedes; Ana Revilla-Orodea; Teresa Sevilla-Ruiz; Lucilio Cordero-Grande; Marcos Martín-Fernández; Carlos Alberola-López (IWBBIO, 2016)

Whole-Heart Single Breath-Hold Cardiac Cine: A Robust Motion-Compensated Compressed Sensing Reconstruction Method. - Javier Royuela-del-Val; Muhammad Usman 014; Lucilio Cordero-Grande; Marcos Martín-Fernández; Federico Simmross-Wattenberg; Claudia Prieto; Carlos Alberola-López (RAMBO+HVSMR@MICCAI, 2016)

Multi-oriented windowed harmonic phase reconstruction for robust cardiac strain imaging. - Lucilio Cordero-Grande; Javier Royuela-del-Val; Santiago Sanz-Estébanez; Marcos Martín-Fernández; Carlos Alberola-López (Medical Image Anal., 2016)

Groupwise non-rigid registration on multiparametric abdominal DWI acquisitions for robust ADC estimation: Comparison with pairwise approaches and different multimodal metrics. - Santiago Sanz-Estébanez; Oscar Pena-Nogales; Rodrigo de Luis García; Santiago Aja-Fernández; Carlos Alberola-López (ISBI, 2017)

An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI. - Rosa-María Menchón-Lara; Javier Royuela-del-Val; Alejandro Godino-Moya; Lucilio Cordero-Grande; Federico Simmross-Wattenberg; Marcos Martín-Fernández; Carlos Alberola-López (CMMI/RAMBO/SWITCH@MICCAI, 2017)

Estimation of Healthy and Fibrotic Tissue Distributions in DE-CMR Incorporating CINE-CMR in an EM Algorithm. - Susana Merino-Caviedes; Lucilio Cordero-Grande; M. Teresa Sevilla-Ruiz; Ana Revilla-Orodea; M. Teresa Pérez Rodríguez; César Palencia de Lara; Marcos Martín-Fernández; Carlos Alberola-López (STACOM@MICCAI, 2017)

Robust Windowed Harmonic Phase Analysis with a Single Acquisition. - Santiago Sanz-Estébanez; Lucilio Cordero-Grande; Marcos Martín-Fernández; Carlos Alberola-López (RAMBO+BIA+TIA@MICCAI, 2018)

Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach. - Elena Martín-González; Rodrigo de Luis García; J. Pablo Casaseca-de-la-Higuera; Jose Ramon-Garmendia Leiza; Jesus Maria Andres-de-Llano; Carlos Alberola-López (TEEM, 2018)

Vortical features for myocardial rotation assessment in hypertrophic cardiomyopathy using cardiac tagged magnetic resonance. - Santiago Sanz-Estébanez; Lucilio Cordero-Grande; M. Teresa Sevilla-Ruiz; Ana Revilla-Orodea; Rodrigo de Luis García; Marcos Martín-Fernández; Carlos Alberola-López (Medical Image Anal., 2018)

Exact Calculation of Noise Maps and ${g}$ -Factor in GRAPPA Using a ${k}$ -Space Analysis. - Inaki Rabanillo; Santiago Aja-Fernández; Carlos Alberola-López; Diego Hernando (IEEE Trans. Medical Imaging, 2018)

IJCARS-MICCAI 2018 special issue. - Gabor Fichtinger; Julia A. Schnabel; Christos Davatzikos; Alejandro F. Frangi; Carlos Alberola-López (Int. J. Comput. Assist. Radiol. Surg., 2019)

Special issue on MICCAI 2018. - Julia A. Schnabel; Christos Davatzikos; Gabor Fichtinger; Alejandro F. Frangi; Carlos Alberola-López (Medical Image Anal., 2019)

A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model. - Susana Merino-Caviedes; Lucilio Cordero-Grande; M. Teresa Pérez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Rachid Deriche; Carlos Alberola-López (IEEE Trans. Image Process., 2019)

OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices. - Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Javier Royuela-del-Val; Elena Martín-González; Elisa Moya-Sáez; Marcos Martín-Fernández; Carlos Alberola-López (IEEE J. Biomed. Health Informatics, 2019)

Integration of an intelligent tutoring system in a magnetic resonance simulator for education: Technical feasibility and user experience. - Daniel Treceño-Fernández; Juan Calabia-del-Campo; Miguel L. Bote-Lorenzo; Eduardo Gómez-Sánchez; Rodrigo de Luis García; Carlos Alberola-López (Comput. Methods Programs Biomed., 2020)

Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction. - Elena Martín-González; Teresa Sevilla-Ruiz; Ana Revilla-Orodea; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (Entropy, 2020)

A Web-Based Educational Magnetic Resonance Simulator: Design, Implementation and Testing. - Daniel Treceño-Fernández; Juan Calabia-del-Campo; Miguel L. Bote-Lorenzo; Eduardo Gómez-Sánchez; Rodrigo de Luis García; Carlos Alberola-López (J. Medical Syst., 2020)

Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records. - Patricia Amado-Caballero; Pablo Casaseca-de-la-Higuera; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Jose Ramon-Garmendia Leiza; Carlos Alberola-López (IEEE J. Biomed. Health Informatics, 2020)

Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI. - Elena Martín-González; Ebraham Alskaf; Amedeo Chiribiri; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López; Rita Gouveia Nunes; Teresa Correia (MLMIR@MICCAI, 2021)

A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction. - Elena Martín-González; Elisa Moya-Sáez; Rosa-María Menchón-Lara; Javier Royuela-del-Val; César Palencia de Lara; Manuel Rodríguez-Cayetano; Federico Simmross-Wattenberg; Carlos Alberola-López (Comput. Methods Programs Biomed., 2021)

Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. - Rosa-María Menchón-Lara; Javier Royuela-del-Val; Federico Simmross-Wattenberg; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (Comput. Methods Programs Biomed., 2021)

A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data. - Elisa Moya-Sáez; Oscar Pena-Nogales; Rodrigo de Luis García; Carlos Alberola-López (Comput. Methods Programs Biomed., 2021)

Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine. - Alejandro Godino-Moya; Rosa-María Menchón-Lara; Marcos Martín-Fernández; Claudia Prieto; Carlos Alberola-López (Entropy, 2021)

Magnetic Resonance Simulation in Education: Quantitative Evaluation of an Actual Classroom Experience. - Daniel Treceño-Fernández; Juan Calabia-del-Campo; Fátima Matute-Teresa; Miguel L. Bote-Lorenzo; Eduardo Gómez-Sánchez; Rodrigo de Luis García; Carlos Alberola-López (Sensors, 2021)

Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Convolution-based free-form deformation for multimodal groupwise registration. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups. - Patricia Amado-Caballero; Pablo Casaseca-de-la-Higuera; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Carlos Alberola-López (Artif. Intell. Medicine, 2023)

Audio Cough Analysis by Parametric Modelling of Weighted Spectrograms to Interpret the Output of Convolutional Neural Networks. - Patricia Amado-Caballero; Jose Ramon-Garmendia Leiza; M. D. Aguilar-García; C. Fernández-Martínez-De-Septiem; Luis M. San-José-Revuelta; A. García-Ruano; Carlos Alberola-López; Pablo Casaseca-de-la-Higuera (EMBC, 2024)

CavityBASNet: Cavity-Focused Biatrial Automatic Segmentation on LGE-MRI with Augmented Input Channel and Left-Right Myocardium Splitting. - Susana Merino-Caviedes; Emmanuel C. Nnadozie; Elisa Moya-Sáez; Marcos Martín-Fernández; Carlos Alberola-López (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Exogenous Agent-Free Synthetic Post-contrast Imaging with a Cascade of Deep Networks for Enhancement Prediction After Tumor Resection. A Parametric-Map Oriented Approach. - Elisa Moya-Sáez; Rodrigo de Luis García; Laura Nunez-Gonzalez; Carlos Alberola-López; Juan Antonio Hernández Tamames (SASHIMI@MICCAI, 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. - Susana Merino-Caviedes; Marcos Martín-Fernández; María Teresa Pérez Rodríguez; Miguel Ángel Martín-Fernández; David Filgueiras-Rama; Federico Simmross-Wattenberg; Carlos Alberola-López (Comput. Biol. Medicine, 2024)

Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE. - Emilio López-Ales; Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Marcos Martín-Fernández; Carlos Alberola-López (Sensors, 2024)

Simplifying YOLOv5 for deployment in a real crop monitoring setting. - Emmanuel C. Nnadozie; Pablo Casaseca-de-la-Higuera; Ogechukwu N. Iloanusi; Ozoemena A. Ani; Carlos Alberola-López (Multim. Tools Appl., 2024)

XAI-Driven Spectral Analysis of Cough Sounds for Respiratory Disease Characterization. - Patricia Amado-Caballero; Luis M. San-José-Revuelta; M. D. Aguilar-García; Jose Ramon-Garmendia Leiza; Carlos Alberola-López; Pablo Casaseca-de-la-Higuera (CoRR, 2025)