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2020 – today

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2024
[j31]
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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: 107855 (2024)
[j30]
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  - journals/sensors/LopezAlesMSRMA24
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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): 1313 (2024)
2021
[j29]
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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: 105812 (2021)
[j28]
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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): 555 (2021)

2010 – 2019

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2019
[j27]
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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): 1967-1979 (2019)
[j26]
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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): 1702-1709 (2019)
2018
[j25]
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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: 191-202 (2018)
[c38]
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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: 135-146
[i1]
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  - journals/corr/abs-1807-11830
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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 abs/1807.11830 (2018)
2017
[c37]
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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: 51-59
[c36]
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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: 136-145
2016
[j24]
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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: 1-11 (2016)
[c35]
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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: 506-509
[c34]
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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: 956-959
[c33]
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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: 1105-1108
[c32]
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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: 184-195
[c31]
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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: 58-69
2015
[j23]
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Marcos Martín-Fernández, Sergio Villullas:
The EM Method in a Probabilistic Wavelet-Based MRI Denoising. Comput. Math. Methods Medicine 2015: 182659:1-182659:21 (2015)
[j22]
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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: 1-12 (2015)
[j21]
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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): 345-358 (2015)
2014
[j20]
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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): 23-37 (2014)
[c30]
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  - conf/embc/Martin-Martinez14
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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: 676-679
2013
[j19]
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  - journals/tbe/Martin-MartinezCMA13
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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): 2432-2441 (2013)
[c29]
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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: 213-216
[c28]
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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: 555-558
[c27]
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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: 635-638
2012
[j18]
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  - journals/cmmm/Vegas-Sanchez-FerreroAPM12
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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: 481923:1-481923:25 (2012)
[j17]
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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): 790-804 (2012)
[c26]
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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: 1826-1830
[c25]
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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: 1519-1522
[c24]
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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: 183-191
2011
[j16]
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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): 283-301 (2011)
[j15]
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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): 494-509 (2011)
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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: 2029-2032
2010
[j14]
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  - journals/cmpb/CardenesMTM10
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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): 264-279 (2010)
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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): 27-39 (2010)
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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: 908-911
[c21]
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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: 518-525

2000 – 2009

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2009
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Emma Muñoz-Moreno, Marcos Martín-Fernández:
Characterization of the similarity between diffusion tensors for image registration. Comput. Biol. Medicine 39(3): 251-265 (2009)
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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): 756-770 (2009)
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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): 1207-1222 (2009)
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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): 19-35 (2009)
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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): 910 (2009)
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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): 1849-1863 (2009)
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Emma Muñoz-Moreno, Rubén Cárdenes-Almeida, Marcos Martín-Fernández:
A general framework for diffusion tensor warping. EUSIPCO 2009: 1299-1303
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Miguel Ángel Martín-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
A Log-Euclidean Polyaffine Registration for Articulated Structures in Medical Images. MICCAI (1) 2009: 156-164
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Rubén Cárdenes, Daniel Argibay-Quiñones, Emma Muñoz-Moreno, Marcos Martín-Fernández:
Characterization of Anatomic Fiber Bundles for Diffusion Tensor Image Analysis. MICCAI (1) 2009: 903-910
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Emma Muñoz-Moreno, Santiago Aja-Fernández, Marcos Martín-Fernández:
Quality Assessment of Tensor Images. Tensors in Image Processing and Computer Vision 2009: 79-103
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Emma Muñoz-Moreno, Rubén Cárdenes-Almeida, Marcos Martín-Fernández:
Review of Techniques for Registration of Diffusion Tensor Imaging. Tensors in Image Processing and Computer Vision 2009: 273-297
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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. Tensors in Image Processing and Computer Vision 2009: 355-379
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Anders Brun, Marcos Martín-Fernández, Burak Acar, Emma Muñoz-Moreno, Leila Cammoun, Andreas Sigfridsson, Darío Sosa-Cabrera, Björn Svensson, Magnus Herberthson, Hans Knutsson:
Similar Tensor Arrays - A Framework for Storage of Tensor Array Data. Tensors in Image Processing and Computer Vision 2009: 407-428
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Susana Merino-Caviedes, Marcos Martín-Fernández:
User Interfaces to Interact with Tensor Fields. Tensors in Image Processing and Computer Vision 2009: 429-454
2008
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Emma Muñoz-Moreno, Santiago Aja-Fernández, Marcos Martín-Fernández:
A methodology for quality assessment in tensor images. CVPR Workshops 2008: 1-6
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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: 1-6
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Susana Merino-Caviedes, Marcos Martín-Fernández:
A general interpolation method for symmetric second-rank tensors in two dimensions. ISBI 2008: 931-934
2007
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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): 1207-1224 (2007)
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Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
Tissue Identification in Ultrasound Images using Rayleigh Local Parameter Estimation. BIBE 2007: 1129-1133
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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: 1-4
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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: 618-623
2006
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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): 1330-1345 (2006)
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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: 928-931
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Carl-Fredrik Westin, Marcos Martín-Fernández, Carlos Alberola-López, Juan Ruiz-Alzola, Hans Knutsson:
Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework. Visualization and Processing of Tensor Fields 2006: 381-398
2005
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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): 1-23 (2005)
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Marcos Martín-Fernández, Sylvain Bouix, Lida Ungar, Robert W. McCarley, Martha Elizabeth Shenton:
Two Methods for Validating Brain Tissue Classifiers. MICCAI 2005: 515-522
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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
2004
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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): 658-660 (2004)
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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: 351-359
2003
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Carlos Alberola-López, Marcos Martín-Fernández:
A simple test of equality of time series. Signal Process. 83(6): 1343-1348 (2003)
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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: 506-517
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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: 421-424
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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: 92-100
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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: 382-390
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Miguel Ángel Martín-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
Automatic bone age assessment: a registration approach. Medical Imaging: Image Processing 2003
2002
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Marcos Martín-Fernández, Carlos Alberola-López:
A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields. MICCAI (2) 2002: 397-404
2001
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Marcos Martín-Fernández, Miguel A. Martín, Carlos Alberola-López, Juan Ruiz-Alzola:
A topology-based filling algorithm. Comput. Graph. 25(3): 493-509 (2001)
2000
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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: 814-823

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