Publications

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Barrio-Arranz, G., R. de Luis-García, A. Tristán-Vega, M. Martin-Fernandez, and S. Aja-Fernández, "Impact of MR Acquisition Parameters on DTI Scalar Indexes: A Tractography Based Approach", PLoS ONE, vol. 10, pp. e0137905, 2015.
Bouix, S., M. Martin-Fernandez, L. Ungar, M. Nakamura, M-S. Koo, R. W. McCarley, and M. E. Shenton, "On evaluating brain tissue classifiers without a ground truth", Neuroimage, vol. 36, no. 4: Academic Press, pp. 1207–1224, 2007.
Brion, V., C. Poupon, O. Riff, S. Aja-Fernández, A. Tristán-Vega, J-F. Mangin, D. Le Bihan, and F. Poupon, "Parallel MRI noise correction: an extension of the LMMSE to non central $\chi$ distributions", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: Springer Berlin Heidelberg, pp. 226–233, 2011.
Brion, V., C. Poupon, O. Riff, S. Aja-Fernández, A. Tristán-Vega, J-F. Mangin, D. Le Bihan, and F. Poupon, "Noise correction for HARDI and HYDI data obtained with multi-channel coils and Sum of Squares reconstruction: An anisotropic extension of the LMMSE", Magnetic resonance imaging, vol. 31, no. 8: Elsevier, pp. 1360–1371, 2013.
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.
C
Canales-Rodríguez, E. J., A. Daducci, S. N. Sotiropoulos, E. Caruyer, S. Aja-Fernández, J. Radua, J. M. Yurrame Mendizabal, Y. Iturria-Medina, L. Melie-García, Y. Alemán-Gómez, et al., "Spherical Deconvolution of Multichannel Diffusion MRI Data with Non-Gaussian Noise Models and Spatial Regularization", PLoS ONE, vol. 10, pp. e0138910, 2015.
Canales-Rodríguez, E. J., A. Daducci, S. N. Sotiropoulos, E. Caruyer, S. Aja-Fernández, J. Radua, Y. Yurramendi Mendizabal, Y. Iturria-Medina, L. Melie-García, and Y. Alemán-Gómez, "Spherical deconvolution of multichannel diffusion MRI data with non-Gaussian noise models and total variation spatial regularization", arXiv preprint arXiv:1410.6353, 2014.
Casaseca-de-la-Higuera, P., M. Martin-Fernandez, and C. Alberola-Lopez, "Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective", Biomedical Engineering, IEEE Transactions on, vol. 53, no. 7: IEEE, pp. 1330–1345, 2006.
Casaseca-de-la-Higuera, P., A. Tristán-Vega, S. Aja-Fernández, C. Alberola-Lopez, C-F. Westin, and R. San Jose-Estepar, "Optimal real-time estimation in diffusion tensor imaging", Magnetic resonance imaging, vol. 30, no. 4: Elsevier, pp. 506–517, 2012.
Casaseca-de-la-Higuera, P., D. Martín-Martínez, S. Alberola-Lopez, J. Maria Andres-de-Llano, J. Antonio López-Villalobos, J. Ardura-Fernández, and C. Alberola-Lopez, "Métodos de análisis automático de la actividad diaria del niño con TDAH. Mesa Redonda. Ponencia Invitada", 61º Congreso Anual de la Asociación Española de Pediatría, vol. 61, Granada, Spain, pp. 43-49, 2012.
Casaseca-de-la-Higuera, P., D. Martín-Martínez, S. Alberola-Lopez, J. Maria Andres-de-Llano, J. Antonio López-Villalobos, R-G. J Leiza, and C. Alberola-Lopez, "Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries", Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE: IEEE, pp. 4204–4207, 2012.
Casaseca-de-la-Higuera, P., J. I. Arribas, E. Muñoz-Moreno, and C. Alberola-Lopez, "A comparative study on microcalcification detection methods with posterior probability estimation based on Gaussian mixture models", Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the: IEEE, pp. 49–54, 2005.
Casaseca-de-la-Higuera, P., A. Tristán-Vega, C. Hoyos-Barceló, S. Merino-Caviedes, Q. Wang, C. Luo, X. Wang, and Z. Wang, "Compressed UAV sensing for flood monitoring by solving the continuous travelling salesman problem over hyperspectral maps", Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2018: International Society for Optics and Photonics, 2018.
Casaseca-de-la-Higuera, P., R. de Luis-García, F. Simmross-Wattenberg, and C. Alberola-Lopez, "Weaning from mechanical ventilation: feature extraction from a statistical signal processing viewpoint", Proc. 13th Signal Processing Conf., EUSIPCO, 2005.
Casaseca-de-la-Higuera, P., P. Lesso, B. Mckinstry, H. Pinnock, R. Rabinovich, L. McCloughan, and J. Monge-Álvarez, "Effect of Downsampling and Compressive Sensing on Audio-based Continuous Cough Monitoring", 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), vol. 37, Milan, Italy, pp. 6231-6235, 2015.
Casaseca-de-la-Higuera, P., F. Simmross-Wattenberg, M. Martin-Fernandez, and C. Alberola-Lopez, "A multichannel model-based methodology for extubation readiness decision of patients on weaning trials", Biomedical Engineering, IEEE Transactions on, vol. 56, no. 7: IEEE, pp. 1849–1863, 2009.
Cid-Sueiro, J., J. I. Arribas, S. Urban-Munoz, and A. R. Figueiras-Vidal, "Cost functions to estimate a posteriori probabilities in multiclass problems", IEEE Transactions on Neural Networks, vol. 10, pp. 645-656, 1999.
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.
Cordero-Grande, L., G. Vegas-Sánchez-Ferrero, P. Casaseca-de-la-Higuera, S. Aja-Fernández, and C. Alberola-Lopez, "A magnetic resonance software simulator for the evaluation of myocardial deformation estimation", Medical engineering & physics, vol. 35, no. 9: Elsevier, pp. 1331–1340, 2013.
Cordero-Grande, L., G. Vegas-Sánchez-Ferrero, P. Casaseca-de-la-Higuera, and C. Alberola-Lopez, "Improving Harmonic Phase Imaging by the Windowed Fourier Transform", Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on: IEEE, pp. 520–523, 2011.
Cordero-Grande, L., S. Merino-Caviedes, S. Aja-Fernández, and C. Alberola-Lopez, "Groupwise elastic registration by a new sparsity-promoting metric: application to the alignment of cardiac magnetic resonance perfusion images", Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 35, no. 11: IEEE, pp. 2638–2650, 2013.
Cordero-Grande, L., G. Vegas-Sánchez-Ferrero, P. Casaseca-de-la-Higuera, A. J San-Román-Calvar, A. Revilla-Orodea, M. Martin-Fernandez, and C. Alberola-Lopez, "Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model", Medical image analysis, vol. 15, no. 3: Elsevier, pp. 283–301, 2011.
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.
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.
Cordero-Grande, L., S. Merino-Caviedes, R. de Luis-García, S. Aja-Fernández, M. Martin-Fernandez, and C. Alberola-Lopez, "Groupwise myocardial alignment in magnetic resonance perfusion sequences", Proc of the XXIX CASEIB, Cáceres, Spain, pp. 437–440, 2011.

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