Publications

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Book Chapter
Martin-Fernandez, M., C-F. Westin, and C. Alberola-Lopez, "3D Bayesian regularization of diffusion tensor MRI using multivariate Gaussian Markov random fields", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2004: Springer Berlin Heidelberg, pp. 351–359, 2004.
Martin-Fernandez, M., and C. Alberola-Lopez, "A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields", Medical Image Computing and Computer-Assisted Intervention—MICCAI 2002: Springer, pp. 397–404, 2002.
Cárdenes-Almeida, R., D. Argibay-Quiñones, E. Muñoz-Moreno, and M. Martin-Fernandez, "Characterization of anatomic fiber bundles for diffusion tensor image analysis", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: Springer Berlin Heidelberg, pp. 903–910, 2009.
San Jose-Estepar, R., M. Martin-Fernandez, C. Alberola-Lopez, J. Ellsmere, R. Kikinis, and C-F. Westin, "Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, 1973-, pp. 382–390, 2003.
San Jose-Estepar, R., M. Martin-Fernandez, C. Alberola-Lopez, J. Ellsmere, R. Kikinis, and C-F. Westin, "Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, 1973-, pp. 382–390, 2003.
Vegas-Sánchez-Ferrero, G., M. Martin-Fernandez, and M. J Sanches, "A Gamma Mixture Model for IVUS Imaging", Multi-Modality Atherosclerosis Imaging and Diagnosis: Springer New York, pp. 155–171, 2014.
Vegas-Sánchez-Ferrero, G., S. Aja-Fernández, M. Martin-Fernandez, A. F. Frangi, and C. Palencia, "Probabilistic-driven oriented speckle reducing anisotropic diffusion with application to cardiac ultrasonic images", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010: Springer Berlin Heidelberg, pp. 518–525, 2010.
Muñoz-Moreno, E., S. Aja-Fernández, and M. Martin-Fernandez, "Quality Assessment of Tensor Images", Tensors in Image Processing and Computer Vision: Springer London, pp. 79–103, 2009.
Cárdenes-Almeida, R., E. Muñoz-Moreno, R. Sarabia-Herrero, D. Argibay-Quiñones, and M. Martin-Fernandez, "Quantitative Analysis of Pyramidal Tracts in Brain Tumor Patients Using Diffusion Tensor Imaging", Tumors of the Central Nervous System, Volume 4: Springer Netherlands, pp. 143–152, 2012.
Martin-Fernandez, M., C. Alberola-Lopez, J. Ruiz-Alzola, and C-F. Westin, "Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, pp. 92–100, 2003.
Muñoz-Moreno, E., R. Cárdenes-Almeida, and M. Martin-Fernandez, "Review of techniques for registration of diffusion tensor imaging", Tensors in Image Processing and Computer Vision: Springer London, pp. 273–297, 2009.
Brun, A., M. Martin-Fernandez, B. Acar, E. Muñoz-Moreno, L. Cammoun, A. Sigfridsson, D. Sosa-Cabrera, B. Svensson, M. Herberthson, and H. Knutsson, "Similar Tensor Arrays–A Framework for Storage of Tensor Array Data", Tensors in Image Processing and Computer Vision: Springer London, pp. 407–428, 2009.
Westin, C-F., M. Martin-Fernandez, C. Alberola-Lopez, J. Ruiz-Alzola, and H. Knutsson, "Tensor field regularization using normalized convolution and markov random fields in a bayesian framework", Visualization and Processing of Tensor Fields: Springer Berlin Heidelberg, pp. 381–398, 2006.
Martin-Fernandez, M., S. Bouix, L. Ungar, R. W. McCarley, and M. E. Shenton, "Two methods for validating brain tissue classifiers", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2005: Springer Berlin Heidelberg, pp. 515–522, 2005.
Marcos-Lagunar, C., C. Cavero-Barca, A. María Quintero-Padrón, X. Planes, F. Simmross-Wattenberg, C. Alberola-Lopez, M. Martin-Fernandez, N. Martín-Hernández, E. Calderón-Oliveras, J. Corral-Herranz, et al., "Ubiquitous tele-monitoring kit (UTK): measuring physiological signals anywhere at anytime", Ambient Assisted Living and Home Care: Springer, pp. 183–191, 2012.
Merino-Caviedes, S., and M. Martin-Fernandez, "User Interfaces to Interact with Tensor Fields", Tensors in Image Processing and Computer Vision: Springer London, pp. 429–454, 2009.
Alberola-Lopez, C., R. Cárdenes-Almeida, M. Martin-Fernandez, M. Angel Martin-Fernandez, M. Rodríguez-Florido, and J. Ruiz-Alzola, "disnei: A collaborative environment for medical images analysis and visualization", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2000: Springer, 2000.
Martin-Fernandez, M. Angel, M. Martin-Fernandez, and C. Alberola-Lopez, "A log-euclidean polyaffine registration for articulated structures in medical images", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: Springer Berlin Heidelberg, pp. 156–164, 2009.
Martin-Fernandez, M., R. San Jose-Estepar, C-F. Westin, and C. Alberola-Lopez, "A novel Gauss-Markov random field approach for regularization of diffusion tensor maps", Computer Aided Systems Theory-EUROCAST 2003: Springer Berlin Heidelberg, pp. 506–517, 2003.
Conference Paper
de Luis-García, R., S. Aja-Fernández, R. Cárdenes-Almeida, M. Martin-Fernandez, and C. Alberola-Lopez, "Analysis of Ultrasound Images Based on Local Statistics. Application to the Diagnosis of Developmental Dysplasia of the Hip", Ultrasonics Symposium, 2007. IEEE: IEEE, pp. 2531–2534, 2007.
Vegas-Sánchez-Ferrero, G., A. Tristán-Vega, S. Aja-Fernández, M. Martin-Fernandez, C. Palencia, and R. Deriche, "Anisotropic LMMSE denoising of MRI based on statistical tissue models", Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on: IEEE, pp. 1519–1522, 2012.
Martin-Fernandez, M. Angel, E. Muñoz-Moreno, M. Martin-Fernandez, and C. Alberola-Lopez, "Articulated registration: Elastic registration based on a wire-model", Medical Imaging: International Society for Optics and Photonics, pp. 182–191, 2005.
Cordero-Grande, L., T. Sevilla-Ruiz, A. Revilla, M. Martin-Fernandez, and C. Alberola-Lopez, "Assessment of the fibrotic myocardial tissue mechanics by image processing", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martin-Fernandez, M. Angel, M. Martin-Fernandez, and C. Alberola-Lopez, "Automatic bone age assessment: A registration approach", Medical Imaging 2003: International Society for Optics and Photonics, pp. 1765–1776, 2003.
Vegas-Sánchez-Ferrero, G., F. Simmross-Wattenberg, M. Martin-Fernandez, C. Palencia-de-Lara, and C. Alberola-Lopez, "Caracterización de speckle con modelos de cola pesada", Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), San Sebastián, España, Sociedad Española de Ingeniería Biomédica, 2012.

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