Publications

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Conference Paper
Cordero-Grande, L., M. Martin-Fernandez, and C. Alberola-Lopez, "Integration of biomechanical properties in a Markov random field: Application to myocardial motion estimation in cardiomyopathy patients", Quantitative Medical Imaging: Optical Society of America, pp. QW2G–1, 2013.
Ruiz-Aguado, D., M. Martin-Fernández, J. Royuela-del-Val, P. Casaseca-de-la-Higuera, and C. Alberola-Lopez, "Intra Heartbeat Variability as a Tool for Cardiovascular Diagnosis and Monitoring", XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), vol. 29, Cáceres, Spain, pp. 343-346, 2011.
Rabanillo-Viloria, I., S. Sanz-Estébanez, S. Aja-Fernández, J. V. Hajnal, C. Alberola-López, and L. Cordero-Grande, "Joint Image Reconstruction and Phase Corruption Maps Estimation in Multi-Shot Echo Planar Imaging", MICCAI, Granada, MICCAI, 09/2018.
San Jose-Estepar, R., A. Rivera, M. Pinacho, C. Alberola-Lopez, and J. Ruiz-Alzola, "Kalman filter technique applied to surface reconstruction and visualization from noisy volume data", Medical Imaging 2000: International Society for Optics and Photonics, pp. 396–407, 2000.
Tristán-Vega, A., G. Vegas-Sánchez-Ferrero, and S. Aja-Fernández, "Local similarity measures for demons-like registration algorithms", Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on: IEEE, pp. 1087–1090, 2008.
Gonzalez-Martinez, A., Á. Planchuelo-Gómez, A. Vieira, F. Martínez-Dubarbie, J. Vivancos, and M. De Toledo, "Longitudinal reduction of quality of life in patients with epilepsy and no seizure increase during the COVID-19 pandemic", 7th Congress of the European Academy of Neurology, Virtual Congress, Wiley, 2021.
Planchuelo-Gómez, Á., G. Marchante-Reíllo, Á. Sierra, D. García-Azorín, C. Martín-Martín, R. de Luis-García, S. Aja-Fernández, R. Moro, M. Rodríguez, Y. González-Osorio, et al., "Long-term grey matter structural changes in the transition from chronic migraine to episodic migraine", 8th Congress of the European Academy of Neurology, 2022.
Cordero-Grande, L., J. Royuela-del-Val, M. Martin-Fernandez, and C. Alberola-Lopez, "MOWHARP: Multi-Oriented Windowed HARP Reconstruction for Robust Strain Imaging", Proceedings of the International Society for Magnetic Resonance in Medicine 22, 2014.
Aja-Fernández, S., L. Cordero-Grande, and C. Alberola-Lopez, "A MRI phantom for cardiac perfusion simulation", Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on: IEEE, pp. 638–641, 2012.
Martín-González, E., R. de Luis-García, P. Casaseca-de-la-Higuera, J. R. Garmendia-Leiza, J. Maria Andres-de-Llano, and C. Alberola-López, "Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach", Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality, New York, NY, USA, ACM, 2018.
Tardón-García, L. J., J. Portillo-Garcia, and C. Alberola-Lopez, "Markov random fields and the disparity gradient constraint applied to stereo correspondence", Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on, vol. 3: IEEE, pp. 901–905, 1999.
Aja-Fernández, S., and C. Alberola-Lopez, "Matrix Inference in Fuzzy Decision Trees.", EUSFLAT Conf., pp. 979–984, 2005.
Martin-Fernandez, M., R. San Jose-Estepar, and C. Alberola-Lopez, "Maximum likelihood contour estimation using beta-statistics in ultrasound images", Image and Signal Processing and Analysis, 2001. ISPA 2001. Proceedings of the 2nd International Symposium on: IEEE, pp. 207–212, 2001.
Tristán-Vega, A., V. Brion, G. Vegas-Sánchez-Ferrero, and S. Aja-Fernández, "Merging squared-magnitude approaches to DWI denoising: An adaptive Wiener filter tuned to the anatomical contents of the image", Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE: IEEE, pp. 507–510, 2013.
Cárdenes-Almeida, R., M. Bach, Y. Chi, I. Marras, R. de Luis-García, M. Anderson, P. Cashman, and M. Bultelle, "Multimodal evaluation for medical image segmentation", Computer Analysis of Images and Patterns: Springer, 2007.
Merino-Caviedes, S., M. Teresa Pérez, and M. Martin-Fernandez, "Multiphase level set algorithm for coupled segmentation of multiple regions. Application to MRI segmentation", Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE: IEEE, pp. 5042–5045, 2010.
Royuela-del-Val, J., M. Usman, L. Cordero-Grande, M. Martin-Fernandez, F. Simmross-Wattenberg, C. Prieto, and C. Alberola-Lopez, "Multiresolution Reconstruction of Real-Time MRI with Motion Compensated Compressed Sensing: Application to 2D Free-Breathing Cardiac MRI", XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Madrid, 11/2015.
Royuela-del-Val, J., M. Usman, L. Cordero-Grande, M. Martín-Fernández, F. Simmross-Wattenberg, C. Prieto, and C. Alberola-Lopez, "Multiresolution Reconstruction of Real-Time MRI with Motion Compensated Compressed Sensing: Application to 2D Free-Breathing Cardiac MRI", International Symposium on Biomedical Engineering: From Nano to Macro, Prague, Check Republic, IEEE Signal Processing Society, 2016.
Martin-Fernandez, M. Angel, C. Alberola-Lopez, J. Sanz de Acedo, and J. Ruiz-Alzola, "Multiresolution compression schemes for medical image and volume data", Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE, vol. 3: IEEE, pp. 2437–2440, 2001.
García-Pérez, V., A. Tristán-Vega, and S. Aja-Fernández, "NURBS for the geometrical modeling of a new family of Compact-Supported Radial Basis Functions for elastic registration of medical images", Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE: IEEE, pp. 5947–5950, 2010.
San-Jose-Revuelta, L. Miguel, M. Martin-Fernandez, and C. Alberola-Lopez, "Neural Network-Assisted Fiber Tracking of Synthetic and White Matter DT-MR Images.", World Congress on Engineering, pp. 618–623, 2007.
Arribas, J. I., J. Cid-Sueiro, T. Adali, and A. R. Figueiras-Vidal, "Neural architectures for parametric estimation of a posteriori probabilities by constrained conditional density functions", Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, Madison, WI, USA, IEEE, Piscataway, NJ, United States, 1999.
Wu, Y., J. He, Y. Man, and J. I. Arribas, "Neural network fusion strategies for identifying breast masses", IEEE International Conference on Neural Networks - Conference Proceedings, Budapest, 2004.
Arribas, J. I., J. Cid-Sueiro, T. Adali, and A. R. Figueiras-Vidal, "Neural networks to estimate ML multi-class constrained conditional probability density functions", Proceedings of the International Joint Conference on Neural Networks, Washington, DC, USA, IEEE, United States, 1999.
Arribas, J. I., C. Alberola López, A. Mateos-Marcos, and J. Cid-Sueiro, "Neural posterior probabilities for microcalcification detection in breast cancer diagnoses", Neural Engineering, 2003. Conference Proceedings. First International IEEE EMBS Conference on: IEEE, pp. 660–663, 2003.

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