Publications

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Martin-Fernandez, M., and C. Alberola López, "On low order moments of the homodyned-k distribution", Ultrasonics, vol. 43, no. 4: Elsevier, pp. 283–290, 2005.
Martin-Fernandez, M., and C. Alberola López, "An approach for contour detection of human kidneys from ultrasound images using Markov random fields and active contours", Medical Image Analysis, vol. 9, no. 1: Elsevier, pp. 1–23, 2005.
Martin-Fernandez, M., E. Rodriguez, D. Tejada, C. Alberola López, 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.
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.
Martin-Fernandez, M., E. Muñoz-Moreno, L. Cammoun, J-P. Thiran, C-F. Westin, and C. Alberola López, "Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data", Medical image analysis, vol. 13, no. 1: Elsevier, pp. 19–35, 2009.
Martin-Fernandez, M., and C. Alberola López, "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.
Martín-González, E., T. Sevilla, A. Revilla-Orodea, P. Casaseca-de-la-Higuera, and C. Alberola-López, "Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction", Entropy, vol. 22, pp. 687, 2020.
Martín-González, E., R. de Luis-García, 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.
Martín-Hernández, N., J. Royuela-del-Val, V. García-Pérez, F. Simmross-Wattenberg, M. Martin-Fernandez, and C. Alberola López, "Diseño e implementación de plugins en el entorno GIMIAS para procesado y visualización de señales electrofisiológicas asociadas a problemas cardiovasculares", 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 López, "Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications", Biomedical Engineering, IEEE Transactions on, vol. 60, no. 9: IEEE, pp. 2432–2441, 2013.
Martín-Martínez, D., A. Domingues, P. Casaseca-de-la-Higuera, C. Alberola López, and M. J Sanches, "PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones", Lecture Notes in Computer Science, vol. 9117: Springer International Publishing, pp. 595–602, 2015.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, A. Amira, C. Luo, C. Grecos, and C. Alberola López, "A stochastic modelling framework for the reconstruction of cardiovascular signals", Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, vol. 36: IEEE, pp. 676-679, 2014.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, C. Alberola López, J R. Garmendia-Leiza, J. María And De Llano, and S. Alberola Lopez, "Utility of the statistical and nonlinear analysis for the actigraphic sleep pattern characterization", Sleep Medicine, vol. 14: Elsevier, pp. e181, 2013.
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.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, S. Alberola-Lopez, J. M. Andres-de-Llano, JA. López-Villalobos, J. Ardura-Fernández, and C. Alberola López, "Nonlinear analysis of actigraphic signals for the assessment of the attention-deficit/hyperactivity disorder (ADHD)", Medical engineering & physics, vol. 34, no. 9: Elsevier, pp. 1317–1329, 2012.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, J. M. Andres-de-Llano, J R. Garmendia-Leiza, S. Alberola-Lopez, and C. Alberola López, "Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach", Medical engineering & physics, vol. 36, no. 12: Elsevier, pp. 1585–1592, 2014.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola López, "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.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola López, "Probabilistic modeling of the oxygen saturation pattern for the detection of anomalies during clinical interventions", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola López, "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.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, S. Alberola-Lopez, J.A. López-Villalobos, F.C. Ruiz, J. M. Andres-de-Llano, J R. Garmendia-Leiza, and J. Ardura-Fernández, "Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries", Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, vol. 32, Prague, Czech Rep., pp. 685-688, 2011.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, G. Vegas-Sánchez-Ferrero, L. Cordero-Grande, J. M. Andres-de-Llano, J R. Garmendia-Leiza, and J. Ardura-Fernández, "Characterization of activity epochs in actimetric registries for infantile colic diagnosis: Identification and feature extraction based on wavelets and symbolic dynamics", Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, vol. 32: IEEE, pp. 2383-2386, 2010.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, M. Martin-Fernandez, and C. Alberola López, "Reconstrucción de la Señal Respiratoria basada en Modelo Conjunto con la Señal de Período Cardíaco", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), San Sebastián, Spain, 2012.
Menchón-Lara, R-M., F. Simmross-Wattenberg, P. Casaseca-de-la-Higuera, M. Martín-Fernández, and C. Alberola-López, "Reconstruction techniques for cardiac cine MRI", Insights into imaging, vol. 10, no. 1: Springer Berlin Heidelberg, pp. 100, 2019.
Merino-Caviedes, S., L. Cordero-Grande, T. M Pérez, and M. Martin-Fernandez, "Transmurality Maps in Late Enhancement Cardiac Magnetic Resonance Imaging by a New Radial Fast Marching Method", XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Cáceres, Spain, pp. 211–214, 2011.
Merino-Caviedes, S., and M. Martin-Fernandez, "A general interpolation method for symmetric second-rank tensors in two dimensions", Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on: IEEE, pp. 931–934, 2008.

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