Weaning from mechanical ventilation: Feature extraction from a statistical signal processing viewpoint. - Pablo Casaseca-de-la-Higuera; Rodrigo de Luis García; Federico Simmross-Wattenberg; Carlos Alberola-López (EUSIPCO, 2005)

Group-Slicer: A collaborative extension of 3D-Slicer. - Federico Simmross-Wattenberg; Noemí Carranza-Herrezuelo; Cristina Palacios-Camarero; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Santiago Aja-Fernández; Juan Ruiz-Alzola; Carl-Fredrik Westin; Carlos Alberola-López (J. Biomed. Informatics, 2005)

Endocardium and Epicardium Contour Modeling Based on Markov Random Fields and Active Contours. - Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (EMBC, 2006)

Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective. - Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2006)

Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration. - Gonzalo Vegas-Sánchez-Ferrero; Antonio Tristán-Vega; Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (CVPR Workshops, 2008)

A Multichannel Model-Based Methodology for Extubation Readiness Decision of Patients on Weaning Trials. - Pablo Casaseca-de-la-Higuera; Federico Simmross-Wattenberg; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2009)

Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration. - Gonzalo Vegas-Sánchez-Ferrero; Antonio Tristán-Vega; Lucilio Cordero-Grande; Pablo Casaseca-de-la-Higuera; Santiago Aja-Fernández; Marcos Martín-Fernández; Carlos Alberola-López (Tensors in Image Processing and Computer Vision, 2009)

Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries. - Diego Martín 004; Pablo Casaseca; Susana Alberola; Jose Antonio Lopez; Francisco Carlos Ruiz; Jesus Maria Andres; Jose Ramon Garmendia; Julio Ardura (ICASSP, 2011)

Realistic log-compressed law for ultrasound image recovery. - Gonzalo Vegas-Sánchez-Ferrero; Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Lucilio Cordero-Grande; Santiago Aja-Fernández; Marcos Martín-Fernández; Cesar Palencia (ICIP, 2011)

Improving Harmonic Phase Imaging by the Windowed Fourier Transform. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (ISBI, 2011)

Topology-Preserving Registration: A Solution via Graph Cuts. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (IWCIA, 2011)

Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; J. Alberto San-Román-Calvar; Ana Revilla-Orodea; Marcos Martín-Fernández; Carlos Alberola-López (Medical Image Anal., 2011)

Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling. - Federico Simmross-Wattenberg; Juan I. Asensio-Pérez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Ioannis A. Dimitriadis; Carlos Alberola-López (IEEE Trans. Dependable Secur. Comput., 2011)

Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries. - Pablo Casaseca-de-la-Higuera; Diego Martín-Martínez; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Jose Ramon-Garmendia Leiza; Carlos Alberola-López (EMBC, 2012)

Cardiovascular signal reconstruction based on shape modelling and non-stationary temporal modelling. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (EUSIPCO, 2012)

A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation. - Lucilio Cordero-Grande; Gonzalo Vegas-Sánchez-Ferrero; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (IEEE Trans. Image Process., 2012)

Probabilistic Modeling of the Oxygen Saturation Pattern for the Detection of Anomalies During ClinicalInterventions. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (CinC, 2013)

Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (IEEE Trans. Biomed. Eng., 2013)

HLS based hardware acceleration on the zynq SoC: A case study for fall detection system. - Amine Ait Si Ali; Marek Siupik; Abbes Amira; Faycal Bensaali; Pablo Casaseca-de-la-Higuera (AICCSA, 2014)

A stochastic modelling framework for the reconstruction of cardiovascular signals. - Diego Martín-Martínez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Abbes Amira; Chunbo Luo; Christos Grecos; Carlos Alberola-López (EMBC, 2014)

Analysis of coloured noise in received signal strength using the Allan Variance. - Chunbo Luo; Pablo Casaseca-de-la-Higuera; Sally I. McClean; Gerard P. Parr; Christos Grecos (EUSIPCO, 2014)

An efficient user-customisable multiresolution classifier fall detection and diagnostic system. - Ryan M. Gibson; Abbes Amira; Pablo Casaseca-de-la-Higuera; Naeem Ramzan; Zeeshan Pervez (ICM, 2014)

Effect of downsampling and compressive sensing on audio-based continuous cough monitoring. - Pablo Casaseca-de-la-Higuera; Paul Lesso; Brian McKinstry; Hilary Pinnock; Roberto Rabinovich; Lucy McCloughan; Jesus Monge-Alvarez (EMBC, 2015)

PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones. - Diego Martín-Martínez; Alexandre Domingues; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López; J. Miguel Sanches (IbPRIA, 2015)

On the study of wireless signal noise for designing network infrastructure of knowledge management systems. - Chunbo Luo; Pablo Casaseca-de-la-Higuera; Xinheng Wang 001; Keshav P. Dahal; Cheng Jin; Peng Ren 001 (SKIMA, 2015)

Fast calculation of α-stable density functions based on off-line precomputations. Application to ML parameter estimation. - Federico Simmross-Wattenberg; Marcos Martín-Fernández; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (Digit. Signal Process., 2015)

Effect of importance sampling on robust segmentation of audio-cough events in noisy environments. - Jesus Monge-Alvarez; Carlos Hoyos-Barcelo; Paul Lesso; Javier Escudero; Keshav P. Dahal; Pablo Casaseca-de-la-Higuera (EMBC, 2016)

Ambient Surfaces: Interactive Displays in the Informative Workspace of Co-located Scrum Teams. - Jan Schwarzer; Susanne Draheim; Kai von Luck; Qi Wang 001; Pablo Casaseca-de-la-Higuera; Christos Grecos (NordiCHI, 2016)

Multiple comparator classifier framework for accelerometer-based fall detection and diagnostic. - Ryan M. Gibson; Abbes Amira; Naeem Ramzan; Pablo Casaseca-de-la-Higuera; Zeeshan Pervez (Appl. Soft Comput., 2016)

Matching pursuit-based compressive sensing in a wearable biomedical accelerometer fall diagnosis device. - Ryan M. Gibson; Abbes Amira; Naeem Ramzan; Pablo Casaseca-de-la-Higuera; Zeeshan Pervez (Biomed. Signal Process. Control., 2017)

Towards Optimal Power Splitting in Simultaneous Power and Information Transmission. - Yang Mi; Chunbo Luo; Geyong Min; Pablo Casaseca-de-la-Higuera; Zhi Wang 020 (GLOBECOM, 2018)

Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach. - Elena Martín-González; Rodrigo de Luis García; J. Pablo Casaseca-de-la-Higuera; Jose Ramon-Garmendia Leiza; Jesus Maria Andres-de-Llano; Carlos Alberola-López (TEEM, 2018)

Efficient computation of image moments for robust cough detection using smartphones. - Carlos Hoyos-Barcelo; Jesus Monge-Alvarez; Zeeshan Pervez; Luis M. San-José-Revuelta; Pablo Casaseca-de-la-Higuera (Comput. Biol. Medicine, 2018)

A novel infrared video surveillance system using deep learning based techniques. - Huaizhong Zhang; Chunbo Luo; Qi Wang 001; Matthew Kitchin; Andrew Parmley; Jesus Monge-Alvarez; Pablo Casaseca-de-la-Higuera (Multim. Tools Appl., 2018)

Characterization of Received Signal Strength Perturbations Using Allan Variance. - Chunbo Luo; Pablo Casaseca-de-la-Higuera; Sally I. McClean; Gerard Parr; Peng Ren 001 (IEEE Trans. Aerosp. Electron. Syst., 2018)

Efficient k-NN Implementation for Real-Time Detection of Cough Events in Smartphones. - Carlos Hoyos-Barcelo; Jesus Monge-Alvarez; Muhammad Zeeshan Shakir; José Maria Alcaraz Calero; Pablo Casaseca-de-la-Higuera (IEEE J. Biomed. Health Informatics, 2018)

A Novel Design Method for Digital FIR/IIR Filters Based on the Shuffle Frog-Leaping Algorithm. - Daniel Jiménez-Galindo; Pablo Casaseca-de-la-Higuera; Luis M. San-José-Revuelta (EUSIPCO, 2019)

Benchmarking Machine-Learning-Based Object Detection on a UAV and Mobile Platform. - Ignacio Martinez-Alpiste; Pablo Casaseca-de-la-Higuera; José M. Alcaraz Calero; Christos Grecos; Qi Wang 001 (WCNC, 2019)

A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features. - Jesus Monge-Alvarez; Carlos Hoyos-Barcelo; Luis M. San-José-Revuelta; Pablo Casaseca-de-la-Higuera (IEEE Trans. Biomed. Eng., 2019)

A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model. - Susana Merino-Caviedes; Lucilio Cordero-Grande; M. Teresa Pérez; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Rachid Deriche; Carlos Alberola-López (IEEE Trans. Image Process., 2019)

Robust Detection of Audio-Cough Events Using Local Hu Moments. - Jesus Monge-Alvarez; Carlos Hoyos-Barcelo; Paul Lesso; Pablo Casaseca-de-la-Higuera (IEEE J. Biomed. Health Informatics, 2019)

Efficient QoE-Aware Scheme for Video Quality Switching Operations in Dynamic Adaptive Streaming. - Iheanyi Irondi; Qi Wang 001; Christos Grecos; José M. Alcaraz Calero; Pablo Casaseca-de-la-Higuera (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction. - Elena Martín-González; Teresa Sevilla-Ruiz; Ana Revilla-Orodea; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López (Entropy, 2020)

Two-stage memetic algorithm for blind equalisation in direct-sequence/code-division multiple-access systems. - Luis M. San-José-Revuelta; Pablo Casaseca-de-la-Higuera (IET Commun., 2020)

Smartphone-based object recognition with embedded machine learning intelligence for unmanned aerial vehicles. - Ignacio Martinez-Alpiste; Pablo Casaseca-de-la-Higuera; José M. Alcaraz-Calero; Christos Grecos; Qi Wang 001 (J. Field Robotics, 2020)

A new flower pollination algorithm for equalization in synchronous DS/CDMA multiuser communication systems. - Luis M. San-José-Revuelta; Pablo Casaseca-de-la-Higuera (Soft Comput., 2020)

Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records. - Patricia Amado-Caballero; Pablo Casaseca-de-la-Higuera; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Jose Ramon-Garmendia Leiza; Carlos Alberola-López (IEEE J. Biomed. Health Informatics, 2020)

Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI. - Elena Martín-González; Ebraham Alskaf; Amedeo Chiribiri; Pablo Casaseca-de-la-Higuera; Carlos Alberola-López; Rita Gouveia Nunes; Teresa Correia (MLMIR@MICCAI, 2021)

Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. - Rosa-María Menchón-Lara; Javier Royuela-del-Val; Federico Simmross-Wattenberg; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (Comput. Methods Programs Biomed., 2021)

Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Convolution-based free-form deformation for multimodal groupwise registration. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups. - Patricia Amado-Caballero; Pablo Casaseca-de-la-Higuera; Susana Alberola-Lopez; Jesus Maria Andres-de-Llano; Jose Antonio Lopez-Villalobos; Carlos Alberola-López (Artif. Intell. Medicine, 2023)

Audio Cough Analysis by Parametric Modelling of Weighted Spectrograms to Interpret the Output of Convolutional Neural Networks. - Patricia Amado-Caballero; Jose Ramon-Garmendia Leiza; M. D. Aguilar-García; C. Fernández-Martínez-De-Septiem; Luis M. San-José-Revuelta; A. García-Ruano; Carlos Alberola-López; Pablo Casaseca-de-la-Higuera (EMBC, 2024)

A Self-Adaptive Automatic Incident Detection System for Road Surveillance Based on Deep Learning. - César Bartolomé-Hornillos; Luis M. San-José-Revuelta; Javier Manuel Aguiar Pérez; Carlos García-Serrada; Eduardo Vara-Pazos; Pablo Casaseca-de-la-Higuera (Sensors, 2024)

Simplifying YOLOv5 for deployment in a real crop monitoring setting. - Emmanuel C. Nnadozie; Pablo Casaseca-de-la-Higuera; Ogechukwu N. Iloanusi; Ozoemena A. Ani; Carlos Alberola-López (Multim. Tools Appl., 2024)

Multiagent Reinforcement Learning-Based Multimodel Running Latency Optimization in Vehicular Edge Computing Paradigm. - Peisong Li; Ziren Xiao; Xinheng Wang 001; Muddesar Iqbal; Pablo Casaseca-de-la-Higuera (IEEE Syst. J., 2024)

Optimization of a Deep-Learning-Based Cough Detector Using eXplainable Artificial Intelligence for Implementation on Mobile Devices. - Patricia Amado-Caballero; I. Varona-Peña; B. Gutiérrez-García; Javier M. Aguiar Pérez; M. Rodriguez-Cayetano; Jaime Gómez Gil; Jose Ramon-Garmendia Leiza; Pablo Casaseca-de-la-Higuera (BIOSTEC (2): HEALTHINF, 2025)

Smoke detection in images through fractal dimension-based binary classification. - Javier Del-Pozo-Velázquez; Javier M. Aguiar Pérez; Pedro Chamorro-Posada; María Ángeles Pérez-Juárez; Xinheng Wang 001; Pablo Casaseca-de-la-Higuera (Digit. Signal Process., 2025)

XAI-Driven Spectral Analysis of Cough Sounds for Respiratory Disease Characterization. - Patricia Amado-Caballero; Luis M. San-José-Revuelta; M. D. Aguilar-García; Jose Ramon-Garmendia Leiza; Carlos Alberola-López; Pablo Casaseca-de-la-Higuera (CoRR, 2025)