Publications

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Martín-González, E., T. Sevilla, A. Revilla-Orodea, P. Casaseca-de-la-Higuera, and C. Alberola-Lopez, "Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction", Entropy, vol. 22, pp. 687, 2020.
Sanz-Estébanez, S., Ó. Peña-Nogales, R. de Luis-García, S. Aja-Fernández, and C. Alberola-Lopez, "Groupwise Non-Rigid Registration on Multiparametric Abdominal DWI Acquisitions for Robust ADC Estimation: Comparison with Pairwise Approaches and Different Multimodal Metrics", International Symposium on Biomedical Imaging: From Nano to Macro (ISBI2017), Melbourne, Australia, 2017.
Simmross-Wattenberg, F., C. Palacios-Camarero, P. Casaseca-de-la-Higuera, M. Angel Martin-Fernandez, S. Aja-Fernández, J. Ruiz-Alzola, C-F. Westin, and C. Alberola-Lopez, "Group-Slicer: A collaborative extension of 3D-Slicer", Journal of Biomedical Informatics, vol. 38, pp. 431–442, 2005.
Ruiz-Alzola, J., E. Suarez, C. Alberola-Lopez, S. K. Warfield, and C-F. Westin, "Geostatistical medical image registration", Medical Image Computing and Computer-Assisted Intervention-MICCAI 2003: Springer, pp. 894–901, 2003.
de Luis-García, R., C-F. Westin, and C. Alberola-Lopez, "Geometrical constraints for robust tractography selection", NeuroImage, vol. 81: Academic Press, pp. 26–48, 2013.
de Luis-García, R., and C. Alberola-Lopez, "General Medical Image Computing–I-Mixtures of Gaussians on Tensor Fields for DT-MRI Segmentation", Lecture Notes in Computer Science, vol. 4791: Berlin: Springer-Verlag, 1973-, pp. 319–326, 2007.
de Luis-García, R., C-F. Westin, and C. Alberola-Lopez, "Gaussian mixtures on tensor fields for segmentation: Applications to medical imaging", Computerized Medical Imaging and Graphics, vol. 35, no. 1: Elsevier, pp. 16–30, 2011.
San-Jose-Revuelta, L. Miguel, M. Martin-Fernandez, and C. Alberola-Lopez, "A GA-based Approach for Parameter Estimation in DT-MRI Tracking Algorithms", Proceedings of the World Congress on Engineering, vol. 1, 2008.
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Aja-Fernández, S., and C. Alberola-Lopez, "Fuzzy feedback system analysis using transition matrices", Fuzzy sets and systems, vol. 157, no. 4: Elsevier, pp. 516–543, 2006.
Aja-Fernández, S., C. Alberola-Lopez, and J. Ruiz-Alzola, "Fuzzy anisotropic diffusion for speckle filtering", Acoustics, Speech, and Signal Processing, 2001. Proceedings.(ICASSP'01). 2001 IEEE International Conference on, vol. 2: IEEE, pp. 1261–1264, 2001.
Aja-Fernández, S., and C. Alberola-Lopez, "Fuzzy Granules as a Basic Word Representation for Computing with Words", 9th Conference Speech and Computer, 2004.
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.
Aja-Fernández, S., and C. Alberola-Lopez, "Fast inference using transition matrices: An extension to nonlinear operators", Fuzzy Systems, IEEE Transactions on, vol. 13, no. 4: IEEE, pp. 478–490, 2005.
Aja-Fernández, S., and C. Alberola-Lopez, "Fast inference in SAM fuzzy systems using transition matrices", Fuzzy Systems, IEEE Transactions on, vol. 12, no. 2: IEEE, pp. 170–182, 2004.
Simmross-Wattenberg, F., M. Martin-Fernandez, P. Casaseca-de-la-Higuera, and C. Alberola-Lopez, "Fast calculation of alpha-stable density functions based on off-line precomputations. Application to ML parameter estimation", Digital Signal Processing, vol. 38, pp. 1-12, 2015.
Cárdenes-Almeida, R., C. Alberola-Lopez, and J. Ruiz-Alzola, "Fast and accurate geodesic distance transform by ordered propagation", Image and Vision Computing, vol. 28, no. 3: Elsevier, pp. 307–316, 2010.
Ramos-Llorden, G., G. Vegas-Sánchez-Ferrero, S. Aja-Fernández, M. Martin-Fernandez, and C. Alberola-Lopez, "Fast Anisotropic Speckle Filter for Ultrasound Medical Images", XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013: Springer International Publishing, pp. 253–256, 2013.
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Rabanillo, I., S. Aja-Fernández, C. Alberola-Lopez, and D. Hernando, "Exact Calculation of Noise Maps and g-Factor in GRAPPA using a k-space Analysis", IEEE Transactions on Medical Imaging, vol. 37, issue 2, pp. 480-490, 2018.
Hoyos-Barceló, C., J. Ramón Garmendia-Leiza, MD. Aguilar-Garcia, J. Monge-Álvarez, D. Asay Pérez-Alonso, C. Alberola-Lopez, and P. Casaseca-de-la-Higuera, "Evaluation in a real environment of a trainable cough monitoring app for smartphones", Mediterranean Conference on Medical and Biological Engineering and Computing: Springer, Cham, pp. 1175–1180, 2019.
Arribas, J. I., J. Cid-Sueiro, and C. Alberola-Lopez, "Estimation of Posterior Probabilities with Neural Networks: Application to Microcalcification Detection in Breast Cancer Diagnosis", Handbook of Neural Engineering: Wiley Online Library, pp. 41–58, 2005.
Arribas, J. I., J. Cid-Sueiro, and C. Alberola-Lopez, "Estimation of Posterior Probabilities with Neural Networks: Application to Microcalcification Detection in Breast Cancer Diagnosis", Handbook of Neural Engineering: John Wiley & Sons, Inc., pp. 41-58, 2006.
Martin-Fernandez, M., E. Rodriguez, D. Tejada, C. Alberola-Lopez, and J. Ruiz-Alzola, "Energy functions for the segmentation of ultrasound volume data using active rays", Acoustics, Speech, and Signal Processing, 2000. ICASSP'00. Proceedings. 2000 IEEE International Conference on, vol. 6: IEEE, pp. 2274–2277, 2000.
Cordero-Grande, L., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola-Lopez, "Endocardium and epicardium contour modeling based on Markov random fields and active contours", Engineering in Medicine and Biology Society, 2006. EMBS'06. 28th Annual International Conference of the IEEE: IEEE, pp. 928–931, 2006.
San-Jose-Revuelta, L. Miguel, M. Martin-Fernandez, and C. Alberola-Lopez, "Efficient tracking of MR tensor fields using a multilayer neural network", IAENG International Journal of Computer Science, vol. 35, no. 1, pp. 129–139, 2008.

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