Publications

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Monge-Alvarez, J., C. Hoyos-Barcelo, L. M. San Jose-Revuelta, and P.. Casaseca-de-la-Higuera, "A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features", IEEE Transactions on Biomedical Engineering, 2019.
Cordero-Grande, L., G. Vegas-Sánchez-Ferrero, P.. Casaseca-de-la-Higuera, S. Aja-Fernández, and C. Alberola López, "A magnetic resonance software simulator for the evaluation of myocardial deformation estimation", Medical engineering & physics, vol. 35, no. 9: Elsevier, pp. 1331–1340, 2013.
Martín-González, E., R. de Luís-Garcia, P.. Casaseca-de-la-Higuera, J.. R. Garmendia-Leiza, J. M. 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.
Cordero-Grande, L., G. Vegas-Sánchez-Ferrero, P.. Casaseca-de-la-Higuera, and C. Alberola López, "A Markov random field approach for topology-preserving registration: Application to object-based tomographic image interpolation", Image Processing, IEEE Transactions on, vol. 21, no. 4: IEEE, pp. 2047–2061, 2012.
Tardón-García, L. J., J. Portillo-Garcia, and C. Alberola López, "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.
Gibson, R. M., A. Amira, N. Ramzan, P.. Casaseca-de-la-Higuera, and Z. Pervez, "Matching pursuit-based compressive sensing in a wearable biomedical accelerometer fall diagnosis device", Biomedical signal processing and control, vol. 33, pp. 96–108, 2017.
Aja-Fernández, S., and C. Alberola López, "Matrix Inference in Fuzzy Decision Trees.", EUSFLAT Conf., pp. 979–984, 2005.
Aja-Fernández, S., and C. Alberola López, "Matrix modeling of hierarchical fuzzy systems", Fuzzy Systems, IEEE Transactions on, vol. 16, no. 3: IEEE, pp. 585–599, 2008.
Curiale, A. H., G. Vegas-Sánchez-Ferrero, J. G. Bosch, and S. Aja-Fernández, "A Maximum Likelihood Approach to Diffeomorphic Speckle Tracking for 3D Strain Estimation in Echocardiography", Medical Image Analysis, pp. -, 2015.
Martin-Fernandez, M., R. San Jose-Estepar, and C. Alberola López, "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.
Muñoz-Moreno, E., S. Aja-Fernández, and M. Martin-Fernandez, "A methodology for quality assessment in tensor images", Computer Vision and Pattern Recognition Workshops, 2008. CVPRW'08. IEEE Computer Society Conference on: IEEE, pp. 1–6, 2008.
Casaseca-de-la-Higuera, P.., D. Martín-Martínez, S. Alberola-Lopez, J. M. Andres-de-Llano, J. Antonio López-Villalobos, J. Ardura-Fernández, and C. Alberola López, "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.
de Luís-Garcia, R., and C. Alberola López, "Mixtures of gaussians on tensor fields for DT-MRI segmentation", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2007: Springer, pp. 319–326, 2007.
Martín-Martínez, D., P.. Casaseca-de-la-Higuera, M. Martín Fernández, and C. Alberola López, "Modelado Estadístico de Señales Fotopletismográficas para la Construcción de Atlas Poblacionales Orientados a la Evaluación y Seguimiento del Remodelado Cardiovascular", XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), vol. 29, Cáceres, Spain, pp. 607-610, 2011.
de Luís-Garcia, R., M. Martin-Fernandez, M. Angel Martin-Fernandez, and C. Alberola López, "A model-based algorithm for the automatic segmentation of metacarpals in handwrist radiographs using active contours", Third Annual Meeting of the Int. Society for Comp. Assist. Orthopaedic Surg, pp. 80–81, 2003.
Ruiz-Alzola, J., C. Alberola López, and J-R. Casar Corredera, "Model-based stereo-visual tracking: Covariance analysis and tracking schemes", Signal Processing, vol. 80, no. 1: Elsevier, pp. 23–43, 2000.
Simmross-Wattenberg, F., A. Tristán-Vega, P.. Casaseca-de-la-Higuera, J. Ignacio Asensio-Pérez, M. Martin-Fernandez, Y. A. Dimitriadis, and C. Alberola López, "Modelling Network Traffic as alpha-Stable Stochastic Processes: An Approach Towards Anomaly Detection", Proc. VII Jornadas de Ingenierıa Telematica (JITEL), pp. 25–32, 2008.
Arribas, J. I., and J. Cid-Sueiro, "A model selection algorithm for a posteriori probability estimation with neural networks", IEEE Transactions on Neural Networks, vol. 16, pp. 799-809, 2005.
Zhang, Y., Ó. Peña-Nogales, J. H. Holmes, and D. Hernando, "Monte-Carlo Analysis of Quantitative Diffusion Measurements Using Motion-Compensated Diffusion Weighting Waveforms", International Society of Magnetic Resonance in Medicine 25th Annual Meeting and Exhibition, Honolulu, HI, USA, pp. 1733, 2017.
Zhang, Y., Ó. Peña-Nogales, J. H. Holmes, and D. Hernando, "Motion-Robust and Blood-Suppressed M1-Optimized Diffusion MR Imaging of the Liver", ISMRM 27th annual meeting, vol. 116, 2019.
Cordero-Grande, L., J. Royuela-del-Val, M. Martin-Fernandez, and C. Alberola López, "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 López, "A MRI phantom for cardiac perfusion simulation", Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on: IEEE, pp. 638–641, 2012.
Casaseca-de-la-Higuera, P.., F. Simmross-Wattenberg, M. Martin-Fernandez, and C. Alberola López, "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.
Cárdenes-Almeida, R., R. de Luís-Garcia, and M. Bach-Cuadra, "A multidimensional segmentation evaluation for medical image data", Computer methods and programs in biomedicine, vol. 96, pp. 108–124, 2009.

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