@article {960,
	title = {Fast 4D elastic group-wise image registration. Convolutional interpolation revisited},
	journal = {Computer Methods and Programs in Biomedicine},
	volume = {200},
	year = {2021},
	pages = {105812},
	abstract = {<p>Background and Objective:This paper proposes a new and highly efficient implementation of 3D+t groupwise registration based on the free-form deformation paradigm. Methods:Deformation is posed as a cascade of 1D convolutions, achieving great reduction in execution time for evaluation of transformations and gradients. Results:The proposed method has been applied to 4D cardiac MRI and 4D thoracic CT monomodal datasets. Results show an average runtime reduction above 90\%, both in CPU and GPU executions, compared with the classical tensor product formulation. Conclusions:Our implementation, although fully developed for the metric sum of squared differences, can be extended to other metrics and its adaptation to multiresolution strategies is straightforward. Therefore, it can be extremely useful to speed up image registration procedures in different applications where high dimensional data are involved.</p>
},
	keywords = {B-splines, Convolution, Efficient implementation, Free-form deformation, Groupwise Registration, Non-rigid registration},
	issn = {0169-2607},
	doi = {https://doi.org/10.1016/j.cmpb.2020.105812},
	url = {https://www.sciencedirect.com/science/article/pii/S016926072031645X},
	author = {Rosa-Mar{\'\i}a Mench{\'o}n-Lara and Javier Royuela-del-Val and Federico Simmross-Wattenberg and Pablo Casaseca-de-la-Higuera and Marcos Mart{\'\i}n-Fern{\'a}ndez and Carlos Alberola-L{\'o}pez}
}
@article {zhao2020doa,
	title = {DoA Prediction Based Beamforming with Low Training Overhead for Highly-Mobile UAV Communication with Cellular Networks},
	journal = {Applied Sciences},
	volume = {10},
	number = {13},
	year = {2020},
	pages = {4420},
	publisher = {Multidisciplinary Digital Publishing Institute},
	author = {Zhao, Tianxiao and Luo, Chunbo and Zhou, Jianming and Guo, Dechun and Chen, Ning and Pablo Casaseca-de-la-Higuera}
}
@article {853,
	title = {Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction},
	journal = {Entropy},
	volume = {22},
	year = {2020},
	pages = {687},
	doi = {https://doi.org/10.3390/e22060687},
	url = {https://www.mdpi.com/1099-4300/22/6/687},
	author = {Mart{\'\i}n-Gonz{\'a}lez, Elena and Sevilla, Teresa and Revilla-Orodea, Ana and Pablo Casaseca-de-la-Higuera and Alberola-L{\'o}pez, Carlos}
}
@article {842,
	title = {Objective ADHD diagnosis using Convolutional Neural Networks over Daily-Life Activity Records},
	journal = {IEEE Journal of Biomedical and Health Informatics},
	year = {2020},
	author = {Amado-Caballero, Patricia and Pablo Casaseca-de-la-Higuera and Alberola-Lopez, Susana and Jesus Maria Andres-de-Llano and Lopez-Villalobos, Jose Antonio and Garmendia-Leiza, Jose Ramon and Carlos Alberola-Lopez}
}
@article {martinez2020smartphone,
	title = {Smartphone-based object recognition with embedded machine learning intelligence for unmanned aerial vehicles},
	journal = {Journal of Field Robotics},
	volume = {37},
	number = {3},
	year = {2020},
	pages = {404{\textendash}420},
	author = {Martinez-Alpiste, Ignacio and Pablo Casaseca-de-la-Higuera and Jose-Maria Alcaraz-Calero and Grecos, Christos and Wang, Qi}
}
@article {san2020two,
	title = {Two-stage memetic algorithm for blind equalisation in direct-sequence/code-division multiple-access systems},
	journal = {IET Communications},
	year = {2020},
	publisher = {IET Digital Library},
	author = {San-Jos{\'e}-Revuelta, Luis M and Pablo Casaseca-de-la-Higuera}
}
@article {san2020new,
	title = {A new flower pollination algorithm for equalization in synchronous DS/CDMA multiuser communication systems},
	journal = {Soft Computing},
	year = {2020},
	month = {2000},
	pages = {1{\textendash}15},
	publisher = {Springer Berlin Heidelberg},
	author = {San-Jos{\'e}-Revuelta, Luis M and Pablo Casaseca-de-la-Higuera}
}
@article {805,
	title = {Air Infiltration Monitoring using Thermography and Neural Networks},
	journal = {Energy and Buildings},
	volume = {191},
	year = {2019},
	month = {05/2019},
	pages = {187-199},
	chapter = {187},
	author = {A Royuela and M A Padilla-Marcos and A Meiss and Pablo Casaseca-de-la-Higuera and J Feij{\'o}-Mu{\~n}oz}
}
@conference {martinez2019benchmarking,
	title = {Benchmarking Machine-Learning-Based Object Detection on a UAV and Mobile Platform},
	booktitle = {2019 IEEE Wireless Communications and Networking Conference (WCNC)},
	year = {2019},
	pages = {1{\textendash}6},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Martinez-Alpiste, Ignacio and Pablo Casaseca-de-la-Higuera and Jose-Maria Alcaraz-Calero and Grecos, Christos and Wang, Qi}
}
@article {802,
	title = {Efficient QoE-Aware Scheme for Video Quality Switching Operations in Dynamic Adaptive Streaming},
	journal = {ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)},
	volume = {15},
	year = {2019},
	pages = {17},
	author = {Irondi, Iheanyi and Wang, Qi and Grecos, Christos and Calero, Jose M Alcaraz and Pablo Casaseca-de-la-Higuera}
}
@conference {hoyos2019evaluation,
	title = {Evaluation in a real environment of a trainable cough monitoring app for smartphones},
	booktitle = {Mediterranean Conference on Medical and Biological Engineering and Computing},
	year = {2019},
	pages = {1175{\textendash}1180},
	publisher = {Springer, Cham},
	organization = {Springer, Cham},
	author = {Hoyos-Barcel{\'o}, Carlos and Garmendia-Leiza, Jos{\'e} Ram{\'o}n and MD Aguilar-Garcia and Monge-{\'A}lvarez, Jes{\'u}s and P{\'e}rez-Alonso, Diego Asay and Alberola-L{\'o}pez, Carlos and Pablo Casaseca-de-la-Higuera}
}
@article {801,
	title = {A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features},
	journal = {IEEE Transactions on Biomedical Engineering},
	volume = {66},
	year = {2019},
	pages = {2319-2330},
	author = {Monge-Alvarez, Jesus and Hoyos-Barcelo, Carlos and San Jose-Revuelta, Luis M and Pablo Casaseca-de-la-Higuera}
}
@conference {jimenez2019novel,
	title = {A Novel Design Method for Digital FIR/IIR Filters Based on the Shuffle Frog-Leaping Algorithm},
	booktitle = {2019 27th European Signal Processing Conference (EUSIPCO)},
	year = {2019},
	pages = {1{\textendash}5},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Jim{\'e}nez-Galindo, Daniel and Pablo Casaseca-de-la-Higuera and San-Jos{\'e}-Revuelta, Luis M}
}
@article {menchon2019reconstruction,
	title = {Reconstruction techniques for cardiac cine MRI},
	journal = {Insights into imaging},
	volume = {10},
	number = {1},
	year = {2019},
	pages = {100},
	publisher = {Springer Berlin Heidelberg},
	author = {Mench{\'o}n-Lara, Rosa-Mar{\'\i}a and Simmross-Wattenberg, Federico and Pablo Casaseca-de-la-Higuera and Mart{\'\i}n-Fern{\'a}ndez, Marcos and Alberola-L{\'o}pez, Carlos}
}
@article {803,
	title = {Robust detection of audio-cough events using local Hu moments},
	journal = {IEEE journal of biomedical and health informatics},
	volume = {23},
	year = {2019},
	pages = {184{\textendash}196},
	author = {Monge-{\'A}lvarez, Jes{\'u}s and Hoyos-Barcel{\'o}, Carlos and Lesso, Paul and Pablo Casaseca-de-la-Higuera}
}
@article {796,
	title = {A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model},
	journal = {IEEE Transactions on Image Processing},
	volume = {28},
	year = {2019},
	month = {04/2019},
	pages = {1967{\textendash}1979},
	abstract = {<p>The fast marching method is widely employed in several fields of image processing. Some years ago a multi-stencil version (MSFM) was introduced to improve its accuracy by solving the equation for a set of stencils and choosing the best solution at each considered node. The following work proposes a modified numerical scheme for MSFM to take into account the variation of the local cost, which has proven to be second order. The influence of the stencil set choice on the algorithm outcome with respect to stencil orthogonality and axis swapping is also explored, where stencils are taken from neighborhoods of varying radius. The experimental results show that the proposed schemes improve the accuracy of their original counterparts, and that the use of permutation-invariant stencil sets provides robustness against shifted vector coordinates in the stencil set.</p>
},
	keywords = {Approximation algorithms, Differential equations, Eikonal equation, Frequency modulation, MSFM, Mathematical model, Silicon, Three-dimensional displays, Unmanned aerial vehicles, Vectors, axis swapping, difference equations, fast marching methods, finite difference methods, finite differences, image processing, iterative methods, least squares approximations, multi-stencil schemes, multistencil version, nonconstant local cost model, permutation-invariant stencil sets, second order multistencil fast marching method, stencil orthogonality, stencil set},
	issn = {1057-7149},
	doi = {10.1109/TIP.2018.2880507},
	url = {https://ieeexplore.ieee.org/document/8531783/},
	author = {S. Merino-Caviedes and Lucilio Cordero-Grande and M. T. P{\'e}rez and Pablo Casaseca-de-la-Higuera and M. Mart{\'\i}n-Fern{\'a}ndez and R. Deriche and C. Alberola-L{\'o}pez}
}
@article {769,
	title = {Audio-cough event detection based on moment theory},
	journal = {Applied Acoustics},
	volume = {135},
	year = {2018},
	pages = {124{\textendash}135},
	author = {Monge-{\'A}lvarez, Jes{\'u}s and Hoyos-Barcel{\'o}, Carlos and Dahal, Keshav and Pablo Casaseca-de-la-Higuera}
}
@article {772,
	title = {Characterisation of Received Signal Strength Perturbations using Allan Variance},
	journal = {IEEE Transactions on Aerospace and Electronic Systems},
	volume = {54},
	year = {2018},
	pages = {873-889},
	chapter = {873},
	author = {Luo, Chunbo and Pablo Casaseca-de-la-Higuera and McClean, Sally and Parr, Gerard and Ren, Peng}
}
@conference {800,
	title = {Compressed UAV sensing for flood monitoring by solving the continuous travelling salesman problem over hyperspectral maps},
	booktitle = {Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2018},
	year = {2018},
	publisher = {International Society for Optics and Photonics},
	organization = {International Society for Optics and Photonics},
	author = {Pablo Casaseca-de-la-Higuera and Antonio Trist{\'a}n-Vega and Hoyos-Barcel{\'o}, Carlos and S. Merino-Caviedes and Wang, Qi and Luo, Chunbo and Wang, Xinheng and Wang, Zhi}
}
@article {799,
	title = {Efficient computation of image moments for robust cough detection using smartphones},
	journal = {Computers in biology and medicine},
	volume = {100},
	year = {2018},
	pages = {176{\textendash}185},
	author = {Hoyos-Barcel{\'o}, Carlos and Monge-{\'A}lvarez, Jes{\'u}s and Pervez, Zeeshan and San-Jos{\'e}-Revuelta, Luis M and Pablo Casaseca-de-la-Higuera}
}
@article {771,
	title = {Efficient k-NN Implementation for Real-Time Detection of Cough Events in Smartphones},
	journal = {IEEE Journal of Biomedical and Health Informatics},
	volume = {23},
	year = {2018},
	pages = {1662-1671},
	chapter = {1662},
	author = {Hoyos-Barcel{\'o}, Carlos and Monge-{\'A}lvarez, Jes{\'u}s and Shakir, Muhammad Zeeshan and Jose-Maria Alcaraz-Calero and Pablo Casaseca-de-la-Higuera}
}
@conference {804,
	title = {Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach},
	booktitle = {Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality},
	year = {2018},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	keywords = {ActiGraph, Actimetry, Microsoft Band 2, counts},
	isbn = {978-1-4503-6518-5},
	doi = {10.1145/3284179.3284260},
	url = {http://doi.acm.org/10.1145/3284179.3284260},
	author = {Mart{\'\i}n-Gonz{\'a}lez, Elena and Rodrigo de Luis-Garc{\'\i}a and Pablo Casaseca-de-la-Higuera and Garmendia-Leiza, J. R. and Jesus Maria Andres-de-Llano and Alberola-L{\'o}pez, Carlos}
}
@conference {mi2018towards,
	title = {Towards Optimal Power Splitting in Simultaneous Power and Information Transmission},
	booktitle = {2018 IEEE Global Communications Conference (GLOBECOM)},
	year = {2018},
	pages = {1{\textendash}6},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Mi, Yang and Luo, Chunbo and Min, Geyong and Pablo Casaseca-de-la-Higuera and Wang, Zhi}
}
@article {768,
	title = {A novel infrared video surveillance system using deep learning based techniques},
	journal = {Multimedia Tools and Applications},
	volume = {77},
	year = {2018},
	chapter = {26657},
	author = {Zhang, Huaizhong and Luo, Chunbo and Wang, Qi and Kitchin, Matthew and Parmley, Andrew and Monge-Alvarez, Jesus and Pablo Casaseca-de-la-Higuera}
}
@article {773,
	title = {Matching pursuit-based compressive sensing in a wearable biomedical accelerometer fall diagnosis device},
	journal = {Biomedical signal processing and control},
	volume = {33},
	year = {2017},
	pages = {96{\textendash}108},
	author = {Gibson, Ryan M and Amira, Abbes and Ramzan, Naeem and Pablo Casaseca-de-la-Higuera and Pervez, Zeeshan}
}
@conference {775,
	title = {Effect of importance sampling on robust segmentation of audio-cough events in noisy environments},
	booktitle = {Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the},
	year = {2016},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Monge-Alvarez, Jes{\'u}s and Hoyos-Barcel{\'o}, Carlos and Lesso, Paul and Escudero, Javier and Dahal, Keshav and Pablo Casaseca-de-la-Higuera}
}
@article {776,
	title = {Multiple comparator classifier framework for accelerometer-based fall detection and diagnostic},
	journal = {Applied Soft Computing},
	volume = {39},
	year = {2016},
	pages = {94{\textendash}103},
	author = {Gibson, Ryan M and Amira, Abbes and Ramzan, Naeem and Pablo Casaseca-de-la-Higuera and Pervez, Zeeshan}
}
@conference {774,
	title = {Systematic infrared image quality improvement using deep learning based techniques},
	booktitle = {Remote Sensing Technologies and Applications in Urban Environments},
	year = {2016},
	publisher = {International Society for Optics and Photonics},
	organization = {International Society for Optics and Photonics},
	author = {Zhang, Huaizhong and Pablo Casaseca-de-la-Higuera and Luo, Chunbo and Wang, Qi and Kitchin, Matthew and Parmley, Andrew and Monge-Alvarez, Jesus}
}
@proceedings {574,
	title = {Effect of Downsampling and Compressive Sensing on Audio-based Continuous Cough Monitoring},
	volume = {37},
	year = {2015},
	pages = {6231-6235},
	address = {Milan, Italy},
	author = {Pablo Casaseca-de-la-Higuera and Lesso, Paul and Mckinstry, Brian and Pinnock, Hilary and Rabinovich, Roberto and McCloughan, Lucy and Monge-{\'A}lvarez, Jes{\'u}s}
}
@article {431,
	title = {Fast calculation of alpha-stable density functions based on off-line precomputations. Application to ML parameter estimation},
	journal = {Digital Signal Processing},
	volume = {38},
	year = {2015},
	pages = {1-12},
	chapter = {1},
	keywords = {Delaunay triangulation, Interpolation, Parameter estimation, alpha-Stable},
	doi = {10.1016/j.dsp.2014.12.009},
	author = {Federico Simmross-Wattenberg and Marcos Mart{\'\i}n-Fern{\'a}ndez and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@article {573,
	title = {Multiple Comparator Classifier Framework for Accelerometer-Based Fall Detection and Diagnostic},
	journal = {Applied Soft Computing},
	year = {2015},
	month = {In press},
	author = {Gibson, Ryan M and Amira, Abbes and Ramzan, Naeem and Pablo Casaseca-de-la-Higuera and Pervez, Zeeshan}
}
@inbook {572,
	title = {PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones},
	booktitle = {Lecture Notes in Computer Science},
	volume = {9117},
	year = {2015},
	pages = {595{\textendash}602},
	publisher = {Springer International Publishing},
	organization = {Springer International Publishing},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Domingues, Alexandre and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez and Sanches, J Miguel}
}
@proceedings {516,
	title = {Analysis of coloured noise in received signal strength using the Allan Variance},
	volume = {22},
	year = {2014},
	pages = {994-998},
	publisher = {IEEE},
	author = {Luo, Chunbo and Pablo Casaseca-de-la-Higuera and McClean, Sally and Parr, Gerard and Grecos, Christos}
}
@article {martin2014automatic,
	title = {Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach},
	journal = {Medical engineering \& physics},
	volume = {36},
	number = {12},
	year = {2014},
	pages = {1585{\textendash}1592},
	publisher = {Elsevier},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Jesus Maria Andres-de-Llano and Jose Ramon Garmendia-Leiza and Susana Alberola-Lopez and Carlos Alberola-Lopez}
}
@conference {571,
	title = {HLS based hardware acceleration on the zynq SoC: A case study for fall detection system},
	booktitle = {IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA 2014)},
	year = {2014},
	address = {Doha, Qatar},
	author = {Ait Si Ali, Amine and Siupik, Marek and Amira, Abbes and Bensaali, Faycal and Pablo Casaseca-de-la-Higuera}
}
@conference {570,
	title = {An efficient user-customisable multiresolution classifier fall detection and diagnostic system},
	booktitle = {26th IEEE International Conference on Microelectronics (ICM 2014)},
	year = {2014},
	address = {Doha, Qatar},
	author = {Gibson, Ryan M and Amira, Abbes and Pablo Casaseca-de-la-Higuera and Ramzan, Naeem and Pervez, Zeeshan}
}
@conference {447,
	title = {A stochastic modelling framework for the reconstruction of cardiovascular signals},
	booktitle = {Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE},
	volume = {36},
	year = {2014},
	pages = {676-679},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Amira, Abbes and Luo, Chunbo and Grecos, Christos and Carlos Alberola-Lopez}
}
@proceedings {martin2014ecg,
	title = {ECG Signal Reconstruction Based on Stochastic Joint-Modeling of the ECG and the PPG Signals},
	year = {2013},
	pages = {989{\textendash}992},
	publisher = {Springer International Publishing},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@article {garmendia2013influence,
	title = {Influence of institutionalization on the sleep pattern in elderly population},
	journal = {Sleep Medicine},
	volume = {14},
	year = {2013},
	pages = {e181{\textendash}e182},
	publisher = {Elsevier},
	author = {Jose Ramon Garmendia-Leiza and Aguilar Garcia, M and Jes{\'u}s Mar{\'\i}a And De Llano and Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@conference {446,
	title = {Probabilistic modeling of the oxygen saturation pattern for the detection of anomalies during clinical interventions},
	booktitle = {Computing in Cardiology Conference (CinC), 2013},
	year = {2013},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Mart{\'\i}n-Fern{\'a}ndez, M and Carlos Alberola-Lopez}
}
@article {martin2013stochastic,
	title = {Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications},
	journal = {Biomedical Engineering, IEEE Transactions on},
	volume = {60},
	number = {9},
	year = {2013},
	pages = {2432{\textendash}2441},
	publisher = {IEEE},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@article {martin2013utility,
	title = {Utility of the statistical and nonlinear analysis for the actigraphic sleep pattern characterization},
	journal = {Sleep Medicine},
	volume = {14},
	year = {2013},
	pages = {e181},
	publisher = {Elsevier},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez and Jose Ramon Garmendia-Leiza and Jes{\'u}s Mar{\'\i}a And De Llano and Susana Alberola Lopez}
}
@article {cordero2013magnetic,
	title = {A magnetic resonance software simulator for the evaluation of myocardial deformation estimation},
	journal = {Medical engineering \& physics},
	volume = {35},
	number = {9},
	year = {2013},
	pages = {1331{\textendash}1340},
	publisher = {Elsevier},
	author = {Lucilio Cordero-Grande and Gonzalo Vegas-S{\'a}nchez-Ferrero and Pablo Casaseca-de-la-Higuera and Santiago Aja-Fern{\'a}ndez and Carlos Alberola-Lopez}
}
@conference {casaseca2012automatic,
	title = {Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries},
	booktitle = {Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE},
	year = {2012},
	pages = {4204{\textendash}4207},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Pablo Casaseca-de-la-Higuera and Diego Mart{\'\i}n-Mart{\'\i}nez and Susana Alberola-Lopez and Jesus Maria Andres-de-Llano and L{\'o}pez-Villalobos, Jos{\'e} Antonio and JR Garmendia-Leiza and Carlos Alberola-Lopez}
}
@conference {martin2012cardiovascular,
	title = {Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling},
	booktitle = {Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European},
	year = {2012},
	pages = {1826{\textendash}1830},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@article {cordero2012markov,
	title = {A Markov random field approach for topology-preserving registration: Application to object-based tomographic image interpolation},
	journal = {Image Processing, IEEE Transactions on},
	volume = {21},
	number = {4},
	year = {2012},
	pages = {2047{\textendash}2061},
	publisher = {IEEE},
	author = {Lucilio Cordero-Grande and Gonzalo Vegas-S{\'a}nchez-Ferrero and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@proceedings {580,
	title = {M{\'e}todos de an{\'a}lisis autom{\'a}tico de la actividad diaria del ni{\~n}o con TDAH. Mesa Redonda. Ponencia Invitada},
	volume = {61},
	year = {2012},
	pages = {43-49},
	address = {Granada, Spain},
	author = {Pablo Casaseca-de-la-Higuera and Diego Mart{\'\i}n-Mart{\'\i}nez and Susana Alberola-Lopez and Jesus Maria Andres-de-Llano and L{\'o}pez-Villalobos, Jos{\'e} Antonio and Julio Ardura-Fernández and Carlos Alberola-Lopez}
}
@article {martin2012nonlinear,
	title = {Nonlinear analysis of actigraphic signals for the assessment of the attention-deficit/hyperactivity disorder (ADHD)},
	journal = {Medical engineering \& physics},
	volume = {34},
	number = {9},
	year = {2012},
	pages = {1317{\textendash}1329},
	publisher = {Elsevier},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Susana Alberola-Lopez and Jesus Maria Andres-de-Llano and L{\'o}pez-Villalobos, JA and Julio Ardura-Fernández and Carlos Alberola-Lopez}
}
@article {casaseca2012optimal,
	title = {Optimal real-time estimation in diffusion tensor imaging},
	journal = {Magnetic resonance imaging},
	volume = {30},
	number = {4},
	year = {2012},
	pages = {506{\textendash}517},
	publisher = {Elsevier},
	author = {Pablo Casaseca-de-la-Higuera and Antonio Trist{\'a}n-Vega and Santiago Aja-Fern{\'a}ndez and Carlos Alberola-Lopez and Carl-Fredik Westin and Raul San Jose-Estepar}
}
@proceedings {579,
	title = {Reconstrucci{\'o}n de la Se{\~n}al Respiratoria basada en Modelo Conjunto con la Se{\~n}al de Per{\'\i}odo Card{\'\i}aco},
	year = {2012},
	address = {San Sebasti{\'a}n, Spain},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Mart{\'\i}n-Fern{\'a}ndez and Carlos Alberola-Lopez}
}
@article {575,
	title = {Relation between Myocardial Infarction and Cyrcadian Rhythm in Patients Attended in a Prehospital Emergency Service},
	journal = {Medicina Cl{\'\i}nica},
	volume = {139},
	year = {2012},
	pages = {515-521},
	chapter = {551},
	author = {Barneto-Valero, Mar{\'\i}a Cristina and Jose Ramon Garmendia-Leiza and Julio Ardura-Fernández and Pablo Casaseca-de-la-Higuera and Jesus Maria Andres-de-Llano and Corral-Torres, Ervigio}
}
@proceedings {581,
	title = {TDAH en atenci{\'o}n primaria: Registro de la Actividad mediante actimetr{\'\i}a ambulatoria. Mesa Redonda. Ponencia Invitada},
	volume = {61},
	year = {2012},
	pages = {34-39},
	address = {Granada, Spain},
	author = {Susana Alberola-Lopez and Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Irene Casares-Alonso and Isabel P{\'e}rez-Garc{\'\i}a and Alfredo Cano-Garcinu{\~n}o and L{\'o}pez-Villalobos, Jos{\'e} Antonio and Ruiz, F.C. and Jesus Maria Andres-de-Llano and Carlos Alberola-Lopez and Julio Ardura-Fernández}
}
@proceedings {582,
	title = {Validez de los criterios DSM-IV en el diagnostico del TDAH. Nuevas perspectivas de investigaci{\'o}n. Mesa Redonda. Ponencia Invitada},
	volume = {61},
	year = {2012},
	pages = {39-43},
	address = {Granada, Spain},
	author = {L{\'o}pez-Villalobos, Jos{\'e} Antonio and Jesus Maria Andres-de-Llano and Susana Alberola-Lopez and Pablo Casaseca-de-la-Higuera and Diego Mart{\'\i}n-Mart{\'\i}nez and Julio Ardura-Fernández and Carlos Alberola-Lopez}
}
@proceedings {586,
	title = {Algoritmo de Compresi{\'o}n de Se{\~n}ales de ECG basado en un Modelo de S{\'\i}ntesis. An{\'a}lisis Comparativo},
	volume = {29},
	year = {2011},
	pages = {733-736},
	address = {C{\'a}ceres, Spain},
	author = {V{\'\i}ctor Mart{\'\i}nez-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fern{\'a}ndez and Carlos Alberola-Lopez}
}
@article {193,
	title = {Anomaly detection in network traffic based on statistical inference and alpha-stable modeling},
	journal = {Dependable and Secure Computing, IEEE Transactions on},
	volume = {8},
	year = {2011},
	pages = {494{\textendash}509},
	author = {Federico Simmross-Wattenberg and Juan Ignacio Asensio-P{\'e}rez and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Yannis A Dimitriadis and Carlos Alberola-Lopez}
}
@proceedings {576,
	title = {Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries},
	volume = {32},
	year = {2011},
	pages = {685-688},
	address = {Prague, Czech Rep.},
	keywords = {ADHD, ADHD automatic diagnosis, Activity/Rest Detection, Attention-Deficit Hyperactivity Disorder, Automatic Diagnosis System, Central Tendency Measure, Feature extraction, Histograms, Indexes, Noise, Pediatrics, Regularity Assessment, Sleep, USA Councils, Wrist, actimetry registries, adolescence, automatic activity/rest detection filter, biomedical measurement, childhood, feature extraction module, medical disorders, medical signal processing, mental health problem, neurophysiology, nonlinear analysis, nonlinear regularity quantification, paediatrics, pathology, signal processing methods},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Susana Alberola-Lopez and L{\'o}pez-Villalobos, J.A. and Ruiz, F.C. and Jesus Maria Andres-de-Llano and Jose Ramon Garmendia-Leiza and Julio Ardura-Fernández}
}
@article {garmendia2011beta,
	title = {Beta blocker therapy modifies circadian rhythm acute myocardial infarction},
	journal = {International journal of cardiology},
	volume = {147},
	number = {2},
	year = {2011},
	pages = {316{\textendash}317},
	publisher = {Elsevier},
	author = {Jose Ramon Garmendia-Leiza and Jesus Maria Andres-de-Llano and Julio Ardura-Fernández and Juan Bautista Lopez-Messa and Carlos Alberola-Lopez and Pablo Casaseca-de-la-Higuera}
}
@conference {cordero2011improving,
	title = {Improving Harmonic Phase Imaging by the Windowed Fourier Transform},
	booktitle = {Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on},
	year = {2011},
	pages = {520{\textendash}523},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Lucilio Cordero-Grande and Gonzalo Vegas-S{\'a}nchez-Ferrero and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@conference {585,
	title = {Intra Heartbeat Variability as a Tool for Cardiovascular Diagnosis and Monitoring},
	booktitle = {XXIX Congreso Anual de la Sociedad Espa{\~n}ola de Ingenier{\'\i}a Biom{\'e}dica (CASEIB)},
	volume = {29},
	year = {2011},
	pages = {343-346},
	address = {C{\'a}ceres, Spain},
	author = {Daniel Ruiz-Aguado and Marcos Martin-Fern{\'a}ndez and J Royuela-del-Val and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@proceedings {584,
	title = {Modelado Estad{\'\i}stico de Se{\~n}ales Fotopletismogr{\'a}ficas para la Construcci{\'o}n de Atlas Poblacionales Orientados a la Evaluaci{\'o}n y Seguimiento del Remodelado Cardiovascular},
	volume = {29},
	year = {2011},
	pages = {607-610},
	address = {C{\'a}ceres, Spain},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Mart{\'\i}n Fern{\'a}ndez, Marcos and Carlos Alberola-Lopez}
}
@conference {vegas2011realistic,
	title = {Realistic log-compressed law for ultrasound image recovery},
	booktitle = {Image Processing (ICIP), 2011 18th IEEE International Conference on},
	year = {2011},
	pages = {2029{\textendash}2032},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Gonzalo Vegas-S{\'a}nchez-Ferrero and Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Lucilio Cordero-Grande and Santiago Aja-Fern{\'a}ndez and Marcos Martin-Fernandez and Cesar Palencia}
}
@inbook {cordero2011topology,
	title = {Topology-preserving registration: a solution via graph cuts},
	booktitle = {Combinatorial Image Analysis},
	year = {2011},
	pages = {420{\textendash}431},
	publisher = {Springer},
	organization = {Springer},
	author = {Lucilio Cordero-Grande and Gonzalo Vegas-S{\'a}nchez-Ferrero and Pablo Casaseca-de-la-Higuera and Carlos Alberola-Lopez}
}
@article {cordero2011unsupervised,
	title = {Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model},
	journal = {Medical image analysis},
	volume = {15},
	number = {3},
	year = {2011},
	pages = {283{\textendash}301},
	publisher = {Elsevier},
	author = {Lucilio Cordero-Grande and Gonzalo Vegas-S{\'a}nchez-Ferrero and Pablo Casaseca-de-la-Higuera and Alberto San-Rom{\'a}n-Calvar, J and A. Revilla-Orodea and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@proceedings {515,
	title = {Characterization of activity epochs in actimetric registries for infantile colic diagnosis: Identification and feature extraction based on wavelets and symbolic dynamics},
	volume = {32},
	year = {2010},
	pages = {2383-2386},
	publisher = {IEEE},
	author = {Diego Mart{\'\i}n-Mart{\'\i}nez and Pablo Casaseca-de-la-Higuera and Gonzalo Vegas-S{\'a}nchez-Ferrero and Lucilio Cordero-Grande and Jesus Maria Andres-de-Llano and Jose Ramon Garmendia-Leiza and Julio Ardura-Fernández}
}
@conference {aja2010dwi,
	title = {DWI acquisition schemes and diffusion tensor estimation: a simulation-based study},
	booktitle = {Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE},
	year = {2010},
	pages = {3317{\textendash}3320},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Santiago Aja-Fern{\'a}ndez and Antonio Trist{\'a}n-Vega and Pablo Casaseca-de-la-Higuera}
}
@article {casaseca2009multichannel,
	title = {A multichannel model-based methodology for extubation readiness decision of patients on weaning trials},
	journal = {Biomedical Engineering, IEEE Transactions on},
	volume = {56},
	number = {7},
	year = {2009},
	pages = {1849{\textendash}1863},
	publisher = {IEEE},
	author = {Pablo Casaseca-de-la-Higuera and Federico Simmross-Wattenberg and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@proceedings {simmross2008modelling,
	title = {Modelling Network Traffic as alpha-Stable Stochastic Processes: An Approach Towards Anomaly Detection},
	year = {2008},
	pages = {25{\textendash}32},
	author = {Federico Simmross-Wattenberg and Antonio Trist{\'a}n-Vega and Pablo Casaseca-de-la-Higuera and Juan Ignacio Asensio-P{\'e}rez and Marcos Martin-Fernandez and Yannis A Dimitriadis and Carlos Alberola-Lopez}
}
@conference {vegas2008strain,
	title = {Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration},
	booktitle = {Computer Vision and Pattern Recognition Workshops, 2008. CVPRW{\textquoteright}08. IEEE Computer Society Conference on},
	year = {2008},
	pages = {1{\textendash}6},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Gonzalo Vegas-S{\'a}nchez-Ferrero and Antonio Trist{\'a}n-Vega and Lucilio Cordero-Grande and Pablo Casaseca-de-la-Higuera and Santiago Aja-Fern{\'a}ndez and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@proceedings {433,
	title = {On the estimation of joint probability density functions for multi-modal registration of medical images},
	volume = {26},
	year = {2008},
	pages = {13-16},
	publisher = {Sociedad Espa{\~n}ola de Ingenier{\'\i}a Biom{\'e}dica},
	address = {Valladolid, Spain},
	author = {Antonio Trist{\'a}n-Vega and Federico Simmross-Wattenberg and Emma Mu{\~n}oz-Moreno and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez}
}
@conference {cordero2006endocardium,
	title = {Endocardium and epicardium contour modeling based on Markov random fields and active contours},
	booktitle = {Engineering in Medicine and Biology Society, 2006. EMBS{\textquoteright}06. 28th Annual International Conference of the IEEE},
	year = {2006},
	pages = {928{\textendash}931},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Lucilio Cordero-Grande and Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@article {casaseca2006weaning,
	title = {Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective},
	journal = {Biomedical Engineering, IEEE Transactions on},
	volume = {53},
	number = {7},
	year = {2006},
	pages = {1330{\textendash}1345},
	publisher = {IEEE},
	author = {Pablo Casaseca-de-la-Higuera and Marcos Martin-Fernandez and Carlos Alberola-Lopez}
}
@article {palacios2005group,
	title = {Group-Slicer: A collaborative extension of 3D-Slicer},
	journal = {Journal of Biomedical Informatics},
	volume = {38},
	year = {2005},
	pages = {431{\textendash}442},
	author = {Federico Simmross-Wattenberg and Palacios-Camarero, Cristina and Pablo Casaseca-de-la-Higuera and Miguel Angel Martin-Fernandez and Santiago Aja-Fern{\'a}ndez and Juan Ruiz-Alzola and Carl-Fredik Westin and Carlos Alberola-Lopez}
}
@conference {429,
	title = {Weaning from mechanical ventilation: feature extraction from a statistical signal processing viewpoint},
	booktitle = {Proc. 13th Signal Processing Conf., EUSIPCO},
	year = {2005},
	author = {Pablo Casaseca-de-la-Higuera and Rodrigo de Luis-Garc{\'\i}a and Federico Simmross-Wattenberg and Carlos Alberola-Lopez}
}
@proceedings {casaseca2006comparative,
	title = {A comparative study on microcalcification detection methods with posterior probability estimation based on Gaussian mixture models},
	year = {2005},
	pages = {49{\textendash}54},
	publisher = {IEEE},
	abstract = {Automatic detection of microcalcifications in mammograms constitutes a helpful tool in breast cancer diagnosis. Radiologist{\textquoteright}s confidence level on microcalcification detection would be improved if a probability estimate of its presence could be obtained from computer-aided diagnosis. In this paper we explore detection performance of a simple Bayesian classifier based on Gaussian mixture probability density functions (pdf). Posterior probability of microcalcification presence may be estimated from the probabilistic model. Two model selection algorithms have been tested, one based on the minimum message length criterion and the other on discriminative criteria obtained from the classifier performance. In addition, we propose a complementing model selection algorithm in order to improve the initial system performance obtained with these methods. Simulation results show that our model gets a good compromise between classification performance and probability estimation accuracy},
	doi = {https://doi.org/10.1109/IEMBS.2005.1616339},
	url = {https://ieeexplore.ieee.org/abstract/document/1616339},
	author = {Pablo Casaseca-de-la-Higuera and J I Arribas and Emma Mu{\~n}oz-Moreno and Carlos Alberola L{\'o}pez}
}
