Javier Escudero

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 79

Top Venues

Publications

Hernan Hernandez, Sandra Baez, Vicente Medel, Sebastian Moguilner, Jhosmary Cuadros, Hernando Santamaria-Garcia, Enzo Tagliazucchi, Pedro A. Valdés-Sosa, Francisco Lopera, John Fredy Ochoa-Gómez, Alfredis González-Hernández, Jasmin Bonilla-Santos, Rodrigo A. Gonzalez-Montealegre, Tuba Aktürk, Ebru Yildirim, Renato Anghinah, Agustina Legaz, Sol Fittipaldi, Görsev Yener, Javier Escudero, Claudio Babiloni, Susanna Lopez, Robert Whelan, Alberto A Fernández Lucas, Adolfo M. García, David Huepe, Gaetano Di Caterina, Marcio Soto-Añari, Agustina Birba, Agustin Sainz-Ballesteros, Carlos Coronel-Oliveros, Eduar Herrera, Daniel Abásolo, Kerry Kilborn, Nicolás Rubido, Ruaridh A. Clark, Ruben Herzog, Deniz Yerlikaya, Bahar Güntekin, Mario A. Parra, Pavel Prado, Agustín Ibáñez
Brain health in diverse settings: How age, demographics and cognition shape brain function. NeuroImage 295 (2024)
Hollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero
Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals. CoRR (2024)
John Stewart Fabila-Carrasco, Avalon Campbell-Cousins, Mario A. Parra-Rodriguez, Javier Escudero
Graph-Based Permutation Patterns for the Analysis of Task-Related FMRI Signals on DTI Networks in Mild Cognitive Impairment. ICASSP (2024)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Graph-Based Multivariate Multiscale Dispersion Entropy: Efficient Implementation and Applications to Real-World Network Data. CoRR (2024)
Petros Koutsouvelis, Bartlomiej Chybowski, Alfredo Gonzalez-Sulser, Shima Abdullateef, Javier Escudero
Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction. CoRR (2024)
Melissa C. M. Fasol, Javier Escudero, Alfredo Gonzalez-Sulser
Single-Channel EEG Artifact Identification with the Spectral Slope. BIBM (2023)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Graph-based Multivariate Multiscale Permutation Entropy: Study of Robustness to Noise and Application to Two-Phase Flow Data. EUSIPCO (2023)
Evangelos Kafantaris, Tsz-Yan Milly Lo, Javier Escudero
Stratified Multivariate Multiscale Dispersion Entropy for Physiological Signal Analysis. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Hollan Haule, Ian Piper, Patricia Jones, Chen Qin, Tsz-Yan Milly Lo, Javier Escudero
VAE-IF: Deep feature extraction with averaging for unsupervised artifact detection in routine acquired ICU time-series. CoRR (2023)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Multivariate permutation entropy, a Cartesian graph product approach. EUSIPCO (2022)
Hollan Haule, Evangelos Kafantaris, Tsz-Yan Milly Lo, Chen Qin, Javier Escudero
Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU. CoRR (2022)
Evangelos Kafantaris, Tsz-Yan Milly Lo, Javier Escudero
Stratified Multivariate Multiscale Dispersion Entropy for Physiological Signal Analysis. CoRR (2022)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Permutation Entropy for Graph Signals. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Iris L. Soare, Javier Escudero
Evaluation of EEG dynamic connectivity around seizure onset with principal component analysis. EMBC (2022)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Multivariate permutation entropy, a Cartesian graph product approach. CoRR (2022)
S. Abdullateef, B. Jordan, V. Rae, A. McLellan, Javier Escudero, V. Nenadovic, Tsz-Yan Milly Lo
Quantitative detection of seizures with minimal-density EEG montage using phase synchrony and cross-channel coherence amplitude in critical care. EMBC (2022)
Rachel Drage, Javier Escudero, Mario A. Parra, Brian Scally, Renato Anghinah, Amanda Vitória Lacerda De Araújo, Luis F. Basile, Daniel Abásolo
A novel deep learning approach using AlexNet for the classification of electroencephalograms in Alzheimer's Disease and Mild Cognitive Impairment. EMBC (2022)
Ali H. Al-Timemy, Nebras H. Ghaeb, Zahraa M. Mosa, Javier Escudero
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps. Cogn. Comput. 14 (5) (2022)
Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals. Entropy 23 (2) (2021)
John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
Permutation Entropy for Graph Signals. CoRR (2021)
Ahmed Ebied, Eli Kinney-Lang, Javier Escudero
Higher order tensor decomposition for proportional myoelectric control based on muscle synergies. Biomed. Signal Process. Control. 67 (2021)
Noramon Dron, María Navarro-Cáceres, Richard F. M. Chin, Javier Escudero
Functional, structural, and phenotypic data fusion to predict developmental scores of pre-school children based on Canonical Polyadic Decomposition. Biomed. Signal Process. Control. 70 (2021)
José Bernal, William Xu, Maria del C. Valdés Hernández, Javier Escudero, Angela C. C. Jochems, Una Clancy, Fergus N. Doubal, Michael S. Stringer, Michael J. Thrippleton, Rhian M. Touyz, Joanna M. Wardlaw
Selective Motion Artefact Reduction via Radiomics and k-space Reconstruction for Improving Perivascular Space Quantification in Brain Magnetic Resonance Imaging. MIUA (2021)
Francisco E. Cabrera, Pablo Sánchez-Núñez, Gustavo F. Vaccaro, José Ignacio Peláez, Javier Escudero
Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks. Sensors 21 (14) (2021)
José Bernal, Maria del C. Valdés Hernández, Javier Escudero, Anna K. Heye, Eleni Sakka, Paul A. Armitage, Stephen D. Makin, Rhian M. Touyz, Joanna M. Wardlaw, Michael J. Thrippleton
A four-dimensional computational model of dynamic contrast-enhanced magnetic resonance imaging measurement of subtle blood-brain barrier leakage. NeuroImage 230 (2021)
José Bernal, Maria del C. Valdés Hernández, Lucia Ballerini, Javier Escudero, Angela C. C. Jochems, Una Clancy, Fergus N. Doubal, Michael S. Stringer, Michael J. Thrippleton, Rhian M. Touyz, Joanna M. Wardlaw
A Framework for Jointly Assessing and Reducing Imaging Artefacts Automatically Using Texture Analysis and Total Variation Optimisation for Improving Perivascular Spaces Quantification in Brain Magnetic Resonance Imaging. MIUA (2020)
Keith Smith, Javier Escudero
Normalised degree variance. Appl. Netw. Sci. 5 (1) (2020)
José Bernal, Maria del C. Valdés Hernández, Javier Escudero, Eleni Sakka, Paul A. Armitage, Stephen D. Makin, Rhian M. Touyz, Joanna M. Wardlaw
Examining the Relationship between Semiquantitative Methods Analysing Concentration-Time and Enhancement-Time Curves from Dynamic-Contrast Enhanced Magnetic Resonance Imaging and Cerebrovascular Dysfunction in Small Vessel Disease. J. Imaging 6 (6) (2020)
Noramon Dron, Richard F. M. Chin, Javier Escudero
Canonical polyadic and block term decompositions to fuse EEG, phenotypic scores, and structural MRI of children with early-onset epilepsy. EUSIPCO (2020)
Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring. Entropy 22 (3) (2020)
Ali H. Al-Timemy, Rami N. Khushaba, Zahraa M. Mosa, Javier Escudero
An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings. CoRR (2020)
Keith Smith, Mark E. Bastin, Simon R. Cox, Maria del Carmen Valdés Hernández, Stewart Wiseman, Javier Escudero, Catherine Sudlow
Hierarchical complexity of the adult human structural connectome. NeuroImage 191 (2019)
Hamed Azami, Alberto Fernández, Javier Escudero
Multivariate Multiscale Dispersion Entropy of Biomedical Times Series. Entropy 21 (9) (2019)
Hamed Azami, Steven E. Arnold, Saeid Sanei, Zhuoqing Chang, Guillermo Sapiro, Javier Escudero, Anoopum S. Gupta
Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. IEEE Access 7 (2019)
Antonio José Ibañez-Molina, Sergio Iglesias-Parro, Javier Escudero
Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity. Int. J. Neural Syst. 29 (4) (2019)
Ahmed Ebied, Eli Kinney-Lang, Javier Escudero
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control. NER (2019)
Hamed Azami, Peng Li, Steven E. Arnold, Javier Escudero, Anne Humeau-Heurtier
Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison. IEEE Access 7 (2019)
Ahmed Ebied, Eli Kinney-Lang, Loukianos Spyrou, Javier Escudero
Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction. IEEE Access 7 (2019)
José Bernal, Maria del C. Valdés Hernández, Javier Escudero, Paul A. Armitage, Stephen D. Makin, Rhian M. Touyz, Joanna M. Wardlaw
Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease. MIUA (2019)
Noramon Dron, Eli Kinney-Lang, Richard F. M. Chin, Javier Escudero
Preliminary fusion of EEG and MRI with phenotypic scores in children with epilepsy based on the Canonical Polyadic Decomposition. EMBC (2019)
Keith Smith, Loukianos Spyrou, Javier Escudero
Graph-Variate Signal Analysis. IEEE Trans. Signal Process. 67 (2) (2019)
Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
Application of Dispersion Entropy to Healthy and Pathological Heartbeat ECG Segments. EMBC (2019)
Loukianos Spyrou, Javier Escudero
Weighted Network Estimation by the Use of Topological Graph Metrics. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Chao Tan, Ying Shen, Keith Smith, Feng Dong, Javier Escudero
Gas-Liquid Flow Pattern Analysis Based on Graph Connectivity and Graph-Variate Dynamic Connectivity of ERT. IEEE Trans. Instrum. Meas. 68 (5) (2019)
Eli Kinney-Lang, Ahmed Ebied, Javier Escudero
Building a Tensor Framework for the Analysis and Classification of Steady-State Visual Evoked Potentials in Children. EUSIPCO (2018)
Ali H. Al-Timemy, Guido Bugmann, Javier Escudero
Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees. Sensors 18 (8) (2018)
Keith Smith, Javier Escudero
Normalised Degree Variance. CoRR (2018)
Andrés Quintero-Zea, José David López, Keith Smith, Natalia Trujillo, Mario A. Parra, Javier Escudero
Phenotyping Ex-Combatants From EEG Scalp Connectivity. IEEE Access 6 (2018)
Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. EUSIPCO (2018)
Hamed Azami, Javier Escudero
Coarse-Graining Approaches in Univariate Multiscale Sample and Dispersion Entropy. Entropy 20 (2) (2018)
Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis. Medical Biol. Eng. Comput. 56 (1) (2018)
Gastón Schlotthauer, Anne Humeau-Heurtier, Javier Escudero, Hugo Leonardo Rufiner
Measuring Complexity of Biomedical Signals. Complex. 2018 (2018)
Hamed Azami, Javier Escudero
Amplitude- and Fluctuation-Based Dispersion Entropy. Entropy 20 (3) (2018)
Ying Shen, Chao Tan, Feng Dong, Keith Smith, Javier Escudero
Gas-water two-phase flow pattern recognition based on ERT and ultrasound Doppler. I2MTC (2018)
Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks. Sensors 17 (6) (2017)
Elizabeth Shumbayawonda, Alberto Fernández, Javier Escudero, Michael Pycraft Hughes, Daniel Abásolo
Characterisation of Resting Brain Network Topologies across the Human Lifespan with Magnetoencephalogram Recordings: A Phase Slope Index and Granger Causality Comparison Study. BIOSIGNALS (2017)
Eli Kinney-Lang, Loukianos Spyrou, Ahmed Ebied, Richard F. M. Chin, Javier Escudero
Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC. EMBC (2017)
Loukianos Spyrou, Javier Escudero
Graph regularised tensor factorisation of EEG signals based on network connectivity measures. ICASSP (2017)
Loukianos Spyrou, Javier Escudero
Weighted network estimation by the use of topological graph metrics. CoRR (2017)
Hamed Azami, Javier Escudero
Amplitude- and Frequency-based Dispersion Patterns and Entropy. CoRR (2017)
Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Javier Escudero
Classification enhancement for post-stroke dementia using fuzzy neighborhood preserving analysis with QR-decomposition. EMBC (2017)
Hamed Azami, Daniel Abásolo, Samantha Simons, Javier Escudero
Univariate and Multivariate Generalized Multiscale Entropy to Characterise EEG Signals in Alzheimer's Disease. Entropy 19 (1) (2017)
Loukianos Spyrou, Mario A. Parra, Javier Escudero
Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG. CoRR (2017)
Hamed Azami, Alberto Fernández, Javier Escudero
Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis. Medical Biol. Eng. Comput. 55 (11) (2017)
Hamed Azami, Mostafa Rostaghi, Daniel E. Abásolo, Javier Escudero
Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Ahmed Ebied, Loukianos Spyrou, Eli Kinney-Lang, Javier Escudero
On the use of higher-order tensors to model muscle synergies. EMBC (2017)
Keith Smith, Loukianos Spyrou, Javier Escudero
A General Theory of Temporal Connectivity. CoRR (2017)
Hamed Azami, Javier Escudero, Anne Humeau-Heurtier
Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures. IEEE Signal Process. Lett. 24 (9) (2017)
Hamed Azami, Eli Kinney-Lang, Ahmed Ebied, Alberto Fernández, Javier Escudero
Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease. EMBC (2017)
Keith Smith, Daniel Abásolo, Javier Escudero
A comparison of the cluster-span threshold and the union of shortest paths as objective thresholds of EEG functional connectivity networks from Beta activity in Alzheimer's disease. EMBC (2016)
Hamed Azami, Javier Escudero
Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings. Biomed. Signal Process. Control. 23 (2016)
Javier Escudero, Keith Smith, Hamed Azami, Daniel Abásolo
Inspection of short-time resting-state electroencephalogram functional networks in Alzheimer's disease. EMBC (2016)
Hamed Azami, Keith Smith, Javier Escudero
MEMD-enhanced multivariate fuzzy entropy for the evaluation of complexity in biomedical signals. EMBC (2016)
Hamed Azami, Javier Escudero
Amplitude-aware permutation entropy: Illustration in spike detection and signal segmentation. Comput. Methods Programs Biomed. 128 (2016)
Hamed Azami, Mostafa Rostaghi, Javier Escudero
Refined Composite Multiscale Dispersion Entropy: A Fast Measure of Complexity. CoRR (2016)
Ali Al-Timemy, Rami N. Khushaba, Javier Escudero
Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. EMBC (2016)
Hamed Azami, Mostafa Rostaghi, Alberto Fernández, Javier Escudero
Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease. EMBC (2016)
Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Paul Lesso, Javier Escudero, Keshav P. Dahal, Pablo Casaseca-de-la-Higuera
Effect of importance sampling on robust segmentation of audio-cough events in noisy environments. EMBC (2016)
Hamed Azami, Alberto Fernández, Javier Escudero
Refined Multiscale Fuzzy Entropy based on Standard Deviation for Biomedical Signal Analysis. CoRR (2016)
Keith Smith, Hamed Azami, Javier Escudero, Mario A. Parra, John M. Starr
Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks. EMBC (2015)
Hamed Azami, Javier Escudero
A comparative study of breast cancer diagnosis based on neural network ensemble via improved training algorithms. EMBC (2015)
Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task. Sensors 15 (11) (2015)
Javier Escudero, Antonio José Ibañez-Molina, Sergio Iglesias-Parro
Effect of the average delay and mean connectivity of the Kuramoto model on the complexity of the output electroencephalograms. EMBC (2015)
Keith Smith, Hamed Azami, Mario A. Parra, John M. Starr, Javier Escudero
Cluster-span threshold: An unbiased threshold for binarising weighted complete networks in functional connectivity analysis. EMBC (2015)
Hamed Azami, Javier Escudero
Combination of signal segmentation approaches using fuzzy decision making. EMBC (2015)
Hamed Azami, Keith Smith, Alberto Fernández, Javier Escudero
Evaluation of resting-state magnetoencephalogram complexity in Alzheimer's disease with multivariate multiscale permutation and sample entropies. EMBC (2015)
Maged N. Kamel Boulos, Emmanuel C. Ifeachor, Javier Escudero, Peng Zhao, Camille Carroll, Pedro Costa, Gerhard Doppler, Laura Carrasco Marín, Luiza Spiru, Kristin Helga Guðmundsdótti, Marija Kosem
LiveWell - Promoting Healthy Living and Wellbeing for Parkinson Patients through Social Network and ICT Training: Lessons Learnt and Best Practices. Int. J. Heal. Inf. Syst. Informatics 10 (3) (2015)
Ali H. Al-Timemy, Alberto Fernández, Javier Escudero
Spectral analysis of resting state magnetoencephalogram activity in patients with bipolar disorder. EMBC (2014)
Javier Escudero, Athanasios Anastasiou, Alberto Fernández
Post-processing for spectral coherence of magnetoencephalogram background activity: Application to Alzheimer's disease. EMBC (2014)
Ali H. Al-Timemy, Javier Escudero, Guido Bugmann, Nicholas John Outram
Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis. EMBC (2013)
Ali Al-Timemy, Guido Bugmann, Javier Escudero, Nicholas John Outram
A preliminary investigation of the effect of force variation for myoelectric control of hand prosthesis. EMBC (2013)
Ali Al-Timemy, Guido Bugmann, Javier Escudero, Nicholas John Outram
Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography. IEEE J. Biomed. Health Informatics 17 (3) (2013)
Javier Escudero, Emmanuel C. Ifeachor, John P. Zajicek, Colin Green, James Shearer, Stephen Pearson
Machine Learning-Based Method for Personalized and Cost-Effective Detection of Alzheimer's Disease. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Ali Al-Timemy, Alexandre Brochard, Guido Bugmann, Javier Escudero
Development of a Highly Dexterous Robotic Hand with Independent Finger Movements for Amputee Training. TAROS (2013)
Ali Al-Timemy, Guido Bugmann, Nicholas John Outram, Javier Escudero, Hai Li
Finger Movements Classification for the Dexterous Control of Upper Limb Prosthesis Using EMG Signals. TAROS (2012)
Javier Escudero, John P. Zajicek, Emmanuel C. Ifeachor
Machine Learning classification of MRI features of Alzheimer's disease and mild cognitive impairment subjects to reduce the sample size in clinical trials. EMBC (2011)
Ali H. Al-Timemy, Guido Bugmann, Nicholas John Outram, Javier Escudero
Single channel-based myoelectric control of hand movements with Empirical Mode Decomposition. EMBC (2011)
Javier Escudero, John P. Zajicek, Emmanuel C. Ifeachor
Early detection and characterization of Alzheimer's disease in clinical scenarios using Bioprofile concepts and K-means. EMBC (2011)
Roberto Hornero, Javier Escudero, Alberto Fernández, Jesús Poza, Carlos Gómez
Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease. IEEE Trans. Biomed. Eng. 55 (6) (2008)
Daniel E. Abásolo, Javier Escudero, Roberto Hornero, Carlos Gómez, Pedro Espino
Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients. Medical Biol. Eng. Comput. 46 (10) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Javier Escudero