Publications
] , "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.
, "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.
, "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.
, "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.
, "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.
, "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.
, "Benchmarking Machine-Learning-Based Object Detection on a UAV and Mobile Platform", 2019 IEEE Wireless Communications and Networking Conference (WCNC): IEEE, pp. 1–6, 2019.
, "Smartphone-based object recognition with embedded machine learning intelligence for unmanned aerial vehicles", Journal of Field Robotics, vol. 37, no. 3, pp. 404–420, 2020.
, "Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction", Entropy, vol. 22, pp. 687, 2020.
, "A Clinically Viable Vendor-Independent and Device-Agnostic Solution for Accelerated Cardiac MRI Reconstruction", Computer Methods and Programs in Biomedicine, vol. 207, 2021.
, "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.
, "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.
, "Viability of AMURA biomarkers from single-shell diffusion MRI in clinical studies", Frontiers in Neuroscience, vol. 17, pp. 1106350, 2023.
, "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.
, "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.
, "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.
, "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.
, "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.
, "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.
, "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.
, "Probabilistic modeling of the oxygen saturation pattern for the detection of anomalies during clinical interventions", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
, "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.
, "Utility of the statistical and nonlinear analysis for the actigraphic sleep pattern characterization", Sleep Medicine, vol. 14: Elsevier, pp. e181, 2013.
, "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.
, "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.