Publications

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3
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.
A
Martin-Fernandez, M., E. Muñoz-Moreno, L. Cammoun, J-P. Thiran, C-F. Westin, and C. Alberola-Lopez, "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 analysis, vol. 13, no. 6: Elsevier, pp. 910, 2009.
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.
Cárdenes-Almeida, R., E. Muñoz-Moreno, R. Sarabia-Herrero, M. Rodríguez-Velasco, J. José Fuertes-Alija, and M. Martin-Fernandez, "Analysis of the pyramidal tract in tumor patients using diffusion tensor imaging", NeuroImage, vol. 50, no. 1: Elsevier, pp. 27–39, 2010.
Ramos-Llorden, G., G. Vegas-Sánchez-Ferrero, M. Martin-Fernandez, C. Alberola-Lopez, and S. Aja-Fernández, "Anisotropic Diffusion Filter with Memory based on Speckle Statistics for Ultrasound Images", IEEE Transactions on image processing, vol. 24, issue 1, 2015.
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.
Simmross-Wattenberg, F., J. Ignacio Asensio-Pérez, P. Casaseca-de-la-Higuera, M. Martin-Fernandez, Y. A. Dimitriadis, and C. Alberola-Lopez, "Anomaly detection in network traffic based on statistical inference and alpha-stable modeling", Dependable and Secure Computing, IEEE Transactions on, vol. 8, pp. 494–509, 2011.
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, R. Cárdenes-Almeida, E. Muñoz-Moreno, R. de Luis-García, M. Martin-Fernandez, and C. Alberola-Lopez, "Automatic articulated registration of hand radiographs", Image and Vision Computing, vol. 27, no. 8: Elsevier, pp. 1207–1222, 2009.
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.
Aja-Fernández, S., G. Vegas-Sánchez-Ferrero, M. Martin-Fernandez, and C. Alberola-Lopez, "Automatic noise estimation in images using local statistics. Additive and multiplicative cases", Image and Vision Computing, vol. 27, no. 6: Elsevier, pp. 756–770, 2009.
B
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.
C
Vegas-Sánchez-Ferrero, G., F. Simmross-Wattenberg, M. Martin-Fernandez, C. Palencia, 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.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola-Lopez, "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.
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.
Muñoz-Moreno, E., and M. Martin-Fernandez, "Characterization of the similarity between diffusion tensors for image registration", Computers in biology and medicine, vol. 39, no. 3: Pergamon, pp. 251–265, 2009.
Merino-Caviedes, S., L. Cordero-Grande, T. Sevilla-Ruiz, T. Pérez, M. Martin-Fernandez, and C. Alberola-Lopez, "Classification of delayed enhancement scar islands by means of their local subendocardial transmurality", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martin-Fernandez, M., C. Alberola-Lopez, 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.
Alberola-Lopez, C., M. Martin-Fernandez, and J. Ruiz-Alzola, "Comments on: A methodology for evaluation of boundary detection algorithms on medical images", Medical Imaging, IEEE Transactions on, vol. 23, no. 5: IEEE, pp. 658–660, 2004.
E
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola-Lopez, "ECG Signal Reconstruction Based on Stochastic Joint-Modeling of the ECG and the PPG Signals", XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013: Springer International Publishing, pp. 989–992, 2013.

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