Marcos Martín-Fernández

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 20

Top Topics

Left Ventricular

Top Venues

IEEE Trans. Image Process.

Medical Image Anal.

Publications

Emilio López-Ales, Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Marcos Martín-Fernández, Carlos Alberola-López
Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE. Sensors 24 (4) (2024)
Susana Merino-Caviedes, Marcos Martín-Fernández, María Teresa Pérez Rodríguez, Miguel Ángel Martín-Fernández, David Filgueiras-Rama, Federico Simmross-Wattenberg, Carlos Alberola-López
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 169 (2024)
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Federico Simmross-Wattenberg, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. Comput. Methods Programs Biomed. 200 (2021)
Alejandro Godino-Moya, Rosa-María Menchón-Lara, Marcos Martín-Fernández, Claudia Prieto, Carlos Alberola-López
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine. Entropy 23 (5) (2021)
Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Javier Royuela-del-Val, Elena Martín-González, Elisa Moya-Sáez, Marcos Martín-Fernández, Carlos Alberola-López
OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Susana Merino-Caviedes, Lucilio Cordero-Grande, M. Teresa Pérez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Rachid Deriche, Carlos Alberola-López
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model. IEEE Trans. Image Process. 28 (4) (2019)
Santiago Sanz-Estébanez, Lucilio Cordero-Grande, Marcos Martín-Fernández, Carlos Alberola-López
Robust Windowed Harmonic Phase Analysis with a Single Acquisition. RAMBO+BIA+TIA@MICCAI (2018)
Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Javier Royuela-del-Val, Elena Martín-González, Elisa Moya-Sáez, Marcos Martín-Fernández, Carlos Alberola-López
OpenCLIPER: an OpenCL-based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices. CoRR (2018)
Santiago Sanz-Estébanez, Lucilio Cordero-Grande, M. Teresa Sevilla-Ruiz, Ana Revilla-Orodea, Rodrigo de Luis García, Marcos Martín-Fernández, Carlos Alberola-López
Vortical features for myocardial rotation assessment in hypertrophic cardiomyopathy using cardiac tagged magnetic resonance. Medical Image Anal. 47 (2018)
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
Estimation of Healthy and Fibrotic Tissue Distributions in DE-CMR Incorporating CINE-CMR in an EM Algorithm. STACOM@MICCAI (2017)
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Alejandro Godino-Moya, Lucilio Cordero-Grande, Federico Simmross-Wattenberg, Marcos Martín-Fernández, Carlos Alberola-López
An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI. CMMI/RAMBO/SWITCH@MICCAI (2017)
Javier Royuela-del-Val, Muhammad Usman, Lucilio Cordero-Grande, Marcos Martín-Fernández, Federico Simmross-Wattenberg, Claudia Prieto, Carlos Alberola-López
Multiresolution reconstruction of real-time MRI with motion compensated compressed sensing: Application to 2D free-breathing cardiac MRI. ISBI (2016)
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
An Automated Tensorial Classification Procedure for Left Ventricular Hypertrophic Cardiomyopathy. IWBBIO (2016)
Susana Merino-Caviedes, Lucilio Cordero-Grande, M. Teresa Pérez Rodríguez, M. Teresa Sevilla-Ruiz, Ana Revilla-Orodea, Marcos Martín-Fernández, Carlos Alberola-López
A variational method for scar segmentation with myocardial contour correction in DE-CMR images. ISBI (2016)
Lucilio Cordero-Grande, Javier Royuela-del-Val, Santiago Sanz-Estébanez, Marcos Martín-Fernández, Carlos Alberola-López
Multi-oriented windowed harmonic phase reconstruction for robust cardiac strain imaging. Medical Image Anal. 29 (2016)
Javier Royuela-del-Val, Muhammad Usman, Lucilio Cordero-Grande, Marcos Martín-Fernández, Federico Simmross-Wattenberg, Claudia Prieto, Carlos Alberola-López
Whole-Heart Single Breath-Hold Cardiac Cine: A Robust Motion-Compensated Compressed Sensing Reconstruction Method. RAMBO+HVSMR@MICCAI (2016)
Santiago Sanz-Estébanez, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
Spatial and spectral anisotropy in HARP images: An automated approach. ISBI (2016)
Federico Simmross-Wattenberg, Marcos Martín-Fernández, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation. Digit. Signal Process. 38 (2015)
Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López, Santiago Aja-Fernández
Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images. IEEE Trans. Image Process. 24 (1) (2015)
Marcos Martín-Fernández, Sergio Villullas
The EM Method in a Probabilistic Wavelet-Based MRI Denoising. Comput. Math. Methods Medicine 2015 (2015)
Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Abbes Amira, Chunbo Luo, Christos Grecos, Carlos Alberola-López
A stochastic modelling framework for the reconstruction of cardiovascular signals. EMBC (2014)
Susana Merino-Caviedes, Lucilio Cordero-Grande, Ana Revilla-Orodea, Teresa Sevilla-Ruiz, M. Teresa Pérez, Marcos Martín-Fernández, Carlos Alberola-López
Multi-Stencil Streamline Fast Marching: A General 3-D Framework to Determine Myocardial Thickness and Transmurality in Late Enhancement Images. IEEE Trans. Medical Imaging 33 (1) (2014)
Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Probabilistic Modeling of the Oxygen Saturation Pattern for the Detection of Anomalies During ClinicalInterventions. CinC (2013)
Lucilio Cordero-Grande, Teresa Sevilla-Ruiz, Ana Revilla-Orodea, Marcos Martín-Fernández, Carlos Alberola-López
Assessment of the Fibrotic Myocardial Tissue Mechanics by Image Processing. CinC (2013)
Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications. IEEE Trans. Biomed. Eng. 60 (9) (2013)
Susana Merino-Caviedes, Lucilio Cordero-Grande, Teresa Sevilla-Ruiz, M. Teresa Pérez, Marcos Martín-Fernández, Carlos Alberola-López
Classification of Delayed Enhancement Scar Islands by Means of their Local Subendocardial Transmurality. CinC (2013)
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, Rosalia Aguilar
Ubiquitous Tele-monitoring Kit (UTK): Measuring Physiological Signals Anywhere at Anytime. IWAAL (2012)
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia, Rachid Deriche
Anisotropic LMMSE denoising of MRI based on statistical tissue models. ISBI (2012)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
A direct calculation of moments of the sample variance. Math. Comput. Simul. 82 (5) (2012)
Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling. EUSIPCO (2012)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Cesar Palencia, Marcos Martín-Fernández
A Generalized Gamma Mixture Model for Ultrasonic Tissue Characterization. Comput. Math. Methods Medicine 2012 (2012)
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
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model. Medical Image Anal. 15 (3) (2011)
Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
Realistic log-compressed law for ultrasound image recovery. ICIP (2011)
Federico Simmross-Wattenberg, Juan I. Asensio-Pérez, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Ioannis A. Dimitriadis, Carlos Alberola-López
Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling. IEEE Trans. Dependable Secur. Comput. 8 (4) (2011)
Rubén Cárdenes, Emma Muñoz-Moreno, Rosario Sarabia-Herrero, Margarita Rodríguez-Velasco, Juan José Fuertes-Alija, Marcos Martín-Fernández
Analysis of the pyramidal tract in tumor patients using diffusion tensor imaging. NeuroImage 50 (1) (2010)
Susana Merino-Caviedes, Gonzalo Vegas-Sánchez-Ferrero, M. Teresa Pérez, Santiago Aja-Fernández, Marcos Martín-Fernández
A variationally based weighted re-initialization method for geometric active contours. ISBI (2010)
Rubén Cárdenes, Emma Muñoz-Moreno, Antonio Tristán-Vega, Marcos Martín-Fernández
Saturn: A software application of tensor utilities for research in neuroimaging. Comput. Methods Programs Biomed. 97 (3) (2010)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Alejandro F. Frangi, Cesar Palencia
Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images. MICCAI (1) (2010)
Marcos Martín-Fernández, Emma Muñoz-Moreno, Leila Cammoun, Jean-Philippe Thiran, Carl-Fredrik Westin, Carlos Alberola-López
Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data. Medical Image Anal. 13 (1) (2009)
Rubén Cárdenes, Daniel Argibay-Quiñones, Emma Muñoz-Moreno, Marcos Martín-Fernández
Characterization of Anatomic Fiber Bundles for Diffusion Tensor Image Analysis. MICCAI (1) (2009)
Miguel Ángel Martín-Fernández, Rubén Cárdenes, Emma Muñoz-Moreno, Rodrigo de Luis García, Marcos Martín-Fernández, Carlos Alberola-López
Automatic articulated registration of hand radiographs. Image Vis. Comput. 27 (8) (2009)
Emma Muñoz-Moreno, Rubén Cárdenes-Almeida, Marcos Martín-Fernández
A general framework for diffusion tensor warping. EUSIPCO (2009)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López
Automatic noise estimation in images using local statistics. Additive and multiplicative cases. Image Vis. Comput. 27 (6) (2009)
Pablo Casaseca-de-la-Higuera, Federico Simmross-Wattenberg, Marcos Martín-Fernández, Carlos Alberola-López
A Multichannel Model-Based Methodology for Extubation Readiness Decision of Patients on Weaning Trials. IEEE Trans. Biomed. Eng. 56 (7) (2009)
Miguel Ángel Martín-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
A Log-Euclidean Polyaffine Registration for Articulated Structures in Medical Images. MICCAI (1) (2009)
Emma Muñoz-Moreno, Marcos Martín-Fernández
Characterization of the similarity between diffusion tensors for image registration. Comput. Biol. Medicine 39 (3) (2009)
Marcos Martín-Fernández, Emma Muñoz-Moreno, Leila Cammoun, Jean-Philippe Thiran, Carl-Fredrik Westin, Carlos Alberola-López
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. 13 (6) (2009)
Emma Muñoz-Moreno, Santiago Aja-Fernández, Marcos Martín-Fernández
A methodology for quality assessment in tensor images. CVPR Workshops (2008)
Susana Merino-Caviedes, Marcos Martín-Fernández
A general interpolation method for symmetric second-rank tensors in two dimensions. ISBI (2008)
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration. CVPR Workshops (2008)
Luis M. San-José-Revuelta, Marcos Martín-Fernández, Carlos Alberola-López
A new proposal for 3D fiber tracking in synthetic diffusion tensor magnetic resonance images. ISSPA (2007)
Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
Tissue Identification in Ultrasound Images using Rayleigh Local Parameter Estimation. BIBE (2007)
Luis M. San-José-Revuelta, Marcos Martín-Fernández, Carlos Alberola-López
Neural Network-Assisted Fiber Tracking of Synthetic and White Matter DT-MR Images. World Congress on Engineering (2007)
Sylvain Bouix, Marcos Martín-Fernández, Lida Ungar, Motoaki Nakamura, Min-Seong Koo, Robert W. McCarley, Martha Elizabeth Shenton
On evaluating brain tissue classifiers without a ground truth. NeuroImage 36 (4) (2007)
Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective. IEEE Trans. Biomed. Eng. 53 (7) (2006)
Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Endocardium and Epicardium Contour Modeling Based on Markov Random Fields and Active Contours. EMBC (2006)
Miguel Ángel Martín-Fernández, Emma Muñoz-Moreno, Marcos Martín-Fernández, Carlos Alberola-López
Articulated registration: elastic registration based on a wire-model. Medical Imaging: Image Processing (2005)
Marcos Martín-Fernández, Carlos Alberola-López
An approach for contour detection of human kidneys from ultrasound images using Markov random fields and active contours. Medical Image Anal. 9 (1) (2005)
Marcos Martín-Fernández, Sylvain Bouix, Lida Ungar, Robert W. McCarley, Martha Elizabeth Shenton
Two Methods for Validating Brain Tissue Classifiers. MICCAI (2005)
Marcos Martín-Fernández, Carl-Fredrik Westin, Carlos Alberola-López
3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields. MICCAI (1) (2004)
Carlos Alberola-López, Marcos Martín-Fernández, Juan Ruiz-Alzola
Comments on: A methodology for evaluation of boundary detection algorithms on medical images. IEEE Trans. Medical Imaging 23 (5) (2004)
Rodrigo de Luis García, Marcos Martín-Fernández, Juan Ignacio Arribas, Carlos Alberola-López
A fully automatic algorithm for contour detection of bones in hand radiographs using active contours. ICIP (3) (2003)
Raúl San José Estépar, Marcos Martín-Fernández, Carlos Alberola-López, James Ellsmere, Ron Kikinis, Carl-Fredrik Westin
Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution. MICCAI (2) (2003)
Carlos Alberola-López, Marcos Martín-Fernández
A simple test of equality of time series. Signal Process. 83 (6) (2003)
Miguel Ángel Martín-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
Automatic bone age assessment: a registration approach. Medical Imaging: Image Processing (2003)
Marcos Martín-Fernández, Raúl San José Estépar, Carl-Fredrik Westin, Carlos Alberola-López
A Novel Gauss-Markov Random Field Approach for Regularization of Diffusion Tensor Maps. EUROCAST (2003)
Marcos Martín-Fernández, Carlos Alberola-López, Juan Ruiz-Alzola, Carl-Fredrik Westin
Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach. MICCAI (2) (2003)
Marcos Martín-Fernández, Carlos Alberola-López
A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields. MICCAI (2) (2002)
Marcos Martín-Fernández, Miguel A. Martín, Carlos Alberola-López, Juan Ruiz-Alzola
A topology-based filling algorithm. Comput. Graph. 25 (3) (2001)
Carlos Alberola-López, Rubén Cárdenes, Marcos Martín-Fernández, Miguel A. Martín, Miguel A. Rodríguez-Florido, Juan Ruiz-Alzola
diSNei: A Collaborative Environment for Medical Images Analysis and Visualization. MICCAI (2000)