Publications

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Conference Paper
Díaz-Rodríguez, JM., L. Cordero-Grande, M. Martin-Fernandez, and C. Alberola López, "Detección automática del ventr{ículo derecho en imágenes de resonancia magnética cardiaca 3D", CASEIB2012, San Sebastián, Espana, 2012.
Martin-Fernandez, M., C. Alberola López, D. Guerrero-Rodriguez, and J. Ruiz-Alzola, "Coding technique with progressive reconstruction based on VQ and entropy coding applied to medical images", International Symposium on Optical Science and Technology: International Society for Optics and Photonics, pp. 171–181, 2000.
Merino-Caviedes, S.., L. Cordero-Grande, T.. Sevilla-Ruiz, T. Pérez, M. Martin-Fernandez, and C. Alberola López, "Classification of delayed enhancement scar islands by means of their local subendocardial transmurality", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martín-Martínez, D., P.. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola López, "Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling", Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European: IEEE, pp. 1826–1830, 2012.
Royuela-del-Val, J., M. Martin-Fernandez, F. Simmross-Wattenberg, and C. Alberola López, "Cardio-respiratory motion estimation for compressed sensing reconstruction of free-breathing 2D cine MRI", Modulated/Incomplete Data 2016, SFB Workshop., Graz, Austria, Mathematical Optimization and Applications in Biomedical Sciences (MOBIS), SFB Research Center, 2016.
Sanz-Estébanez, S., S.. Merino-Caviedes, T.. Sevilla-Ruiz, A.. Revilla-Orodea, M. Martin-Fernandez, and C. Alberola López, "Cardiac Strain Assessment for Fibrotic Myocardial Tissue Detection in Left Ventricular Hypertrophic Cardiomyopathy", XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica., Madrid, Spain., 2015.
Vegas-Sánchez-Ferrero, G., F. Simmross-Wattenberg, M. Martin-Fernandez, C. Palencia, and C. Alberola López, "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.
Martin-Fernandez, M. Angel, M. Martin-Fernandez, and C. Alberola López, "Automatic bone age assessment: A registration approach", Medical Imaging 2003: International Society for Optics and Photonics, pp. 1765–1776, 2003.
Sanz-Estébanez, S., J. Royuela-del-Val, S.. Merino-Caviedes, A.. Revilla-Orodea, T.. Sevilla-Ruiz, M. Martin-Fernandez, and C. Alberola López, "An Automated Tensorial Classification Procedure for Left Ventricular Hypertrophic Cardiomyopathy", IWBBIO 2016 (4th International Work-Conference on Bioinformatics and Biomedical Engineering), LNBI 9656, vol. 1, Granada, Spain, pp. 1-12, 2016.
Cordero-Grande, L., T.. Sevilla-Ruiz, A. Revilla, M. Martin-Fernandez, and C. Alberola López, "Assessment of the fibrotic myocardial tissue mechanics by image processing", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martin-Fernandez, M. Angel, E. Muñoz-Moreno, M. Martin-Fernandez, and C. Alberola López, "Articulated registration: Elastic registration based on a wire-model", Medical Imaging: International Society for Optics and Photonics, pp. 182–191, 2005.
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.
de Luís-Garcia, R., S. Aja-Fernández, R. Cárdenes-Almeida, M. Martin-Fernandez, and C. Alberola López, "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.
Book Chapter
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.
Marcos-Lagunar, C., C. Cavero-Barca, A. María Quintero-Padrón, X. Planes, F. Simmross-Wattenberg, C. Alberola López, 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.
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.
Westin, C-F., M. Martin-Fernandez, C. Alberola López, 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.
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.
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.
Martin-Fernandez, M., C. Alberola López, 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.
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.
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.
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.
Martin-Fernandez, M., R. San Jose-Estepar, C-F. Westin, and C. Alberola López, "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.
Martin-Fernandez, M. Angel, M. Martin-Fernandez, and C. Alberola López, "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.

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