Javier Escudero

114 papers Misc 2Journal 67Unranked 45

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CLaI: Collaborative Learning and Inference for Low-Resolution Physiological Signals: Validation in Clinical Event Detection and Prediction. IEEE Trans. Biomed. Eng. Hollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero
2025	J	`jnl`	Editorial for Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 2 [From the Guest Editors]. IEEE Signal Process. Mag. Vince D. Calhoun, Damien Coyle, Javier Escudero, Borbála Hunyadi, Jing Sui
2025	J	`jnl`	Multiplex Nodal Modularity: A novel network metric for the regional analysis of amnestic mild cognitive impairment during a working memory binding task. CoRR Avalon Campbell-Cousins, Federica Guazzo, Mark E. Bastin, Mario A. Parra, Javier Escudero
2025	J	`jnl`	PySeizure: A single machine learning classifier framework to detect seizures in diverse datasets. CoRR Bartlomiej Chybowski, Shima Abdullateef, Hollan Haule, Alfredo Gonzalez-Sulser, Javier Escudero
2025	J	`jnl`	Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 1 [From the Guest Editors]. IEEE Signal Process. Mag. Vince D. Calhoun, Damien Coyle, Javier Escudero, Borbála Hunyadi, Jing Sui
2025	J	`jnl`	VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series. Comput. Biol. Medicine Hollan Haule, Ian Piper, Patricia Jones, Chen Qin, Tsz-Yan Milly Lo, Javier Escudero
2024	J	`jnl`	Brain health in diverse settings: How age, demographics and cognition shape brain function. NeuroImage Hernan Hernandez, Sandra Baez, Vicente Medel, Sebastian Moguilner, Jhosmary Cuadros, Hernando Santamaría-García, 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, Rubén Herzog, Deniz Yerlikaya, Bahar Güntekin, Mario A. Parra, Pavel Prado, Agustín Ibáñez
2024	—	`conf`	Collaborative Learning of Common Latent Representations in Routinely Collected Multivariate ICU Physiological Signals. ICASSP Workshops Hollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero
2024	J	`jnl`	Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals. CoRR Hollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero
2024	J	`jnl`	Graph-Based Multivariate Multiscale Dispersion Entropy: Efficient Implementation and Applications to Real-World Network Data. CoRR John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2024	Misc	`conf`	Graph-Based Permutation Patterns for the Analysis of Task-Related FMRI Signals on DTI Networks in Mild Cognitive Impairment. ICASSP John Stewart Fabila-Carrasco, Avalon Campbell-Cousins, Mario A. Parra-Rodriguez, Javier Escudero
2024	J	`jnl`	Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction. CoRR Petros Koutsouvelis, Bartlomiej Chybowski, Alfredo Gonzalez-Sulser, Shima Abdullateef, Javier Escudero
2023	—	`conf`	Graph-based Multivariate Multiscale Permutation Entropy: Study of Robustness to Noise and Application to Two-Phase Flow Data. EUSIPCO John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2023	—	`conf`	Single-Channel EEG Artifact Identification with the Spectral Slope. BIBM Melissa C. M. Fasol, Javier Escudero, Alfredo Gonzalez-Sulser
2023	J	`jnl`	Stratified Multivariate Multiscale Dispersion Entropy for Physiological Signal Analysis. IEEE Trans. Biomed. Eng. Evangelos Kafantaris, Tsz-Yan Milly Lo, Javier Escudero
2023	J	`jnl`	VAE-IF: Deep feature extraction with averaging for unsupervised artifact detection in routine acquired ICU time-series. CoRR Hollan Haule, Ian Piper, Patricia Jones, Chen Qin, Tsz-Yan Milly Lo, Javier Escudero
2022	—	`conf`	A novel deep learning approach using AlexNet for the classification of electroencephalograms in Alzheimer's Disease and Mild Cognitive Impairment. EMBC Rachel Drage, Javier Escudero, Mario A. Parra, Brian Scally, Renato Anghinah, Amanda Vitória Lacerda De Araújo, Luis F. Basile, Daniel Abásolo
2022	J	`jnl`	Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps. Cogn. Comput. Ali H. Al-Timemy, Nebras H. Ghaeb, Zahraa M. Mosa, Javier Escudero
2022	—	`conf`	Evaluation of EEG dynamic connectivity around seizure onset with principal component analysis. EMBC Iris L. Soare, Javier Escudero
2022	J	`jnl`	Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU. CoRR Hollan Haule, Evangelos Kafantaris, Tsz-Yan Milly Lo, Chen Qin, Javier Escudero
2022	—	`conf`	Multivariate permutation entropy, a Cartesian graph product approach. EUSIPCO John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2022	J	`jnl`	Multivariate permutation entropy, a Cartesian graph product approach. CoRR John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2022	J	`jnl`	Permutation Entropy for Graph Signals. IEEE Trans. Signal Inf. Process. over Networks John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2022	—	`conf`	Quantitative detection of seizures with minimal-density EEG montage using phase synchrony and cross-channel coherence amplitude in critical care. EMBC Shima Abdullateef, Brian Jordan, Valerie Rae, Ailsa McLellan, Javier Escudero, Vera Nenadovic, Tsz-Yan Milly Lo
2022	J	`jnl`	Stratified Multivariate Multiscale Dispersion Entropy for Physiological Signal Analysis. CoRR Evangelos Kafantaris, Tsz-Yan Milly Lo, Javier Escudero
2021	J	`jnl`	A four-dimensional computational model of dynamic contrast-enhanced magnetic resonance imaging measurement of subtle blood-brain barrier leakage. NeuroImage 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
2021	J	`jnl`	Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals. Entropy Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
2021	J	`jnl`	Functional, structural, and phenotypic data fusion to predict developmental scores of pre-school children based on Canonical Polyadic Decomposition. Biomed. Signal Process. Control. Noramon Dron, María Navarro-Cáceres, Richard F. M. Chin, Javier Escudero
2021	J	`jnl`	Higher order tensor decomposition for proportional myoelectric control based on muscle synergies. Biomed. Signal Process. Control. Ahmed Ebied, Eli Kinney-Lang, Javier Escudero
2021	J	`jnl`	Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks. Sensors Francisco E. Cabrera, Pablo Sánchez-Núñez, Gustavo F. Vaccaro, José Ignacio Peláez, Javier Escudero
2021	J	`jnl`	Permutation Entropy for Graph Signals. CoRR John Stewart Fabila-Carrasco, Chao Tan, Javier Escudero
2021	—	`conf`	Selective Motion Artefact Reduction via Radiomics and k-space Reconstruction for Improving Perivascular Space Quantification in Brain Magnetic Resonance Imaging. MIUA 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
2020	—	`conf`	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 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
2020	J	`jnl`	An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings. CoRR Ali H. Al-Timemy, Rami N. Khushaba, Zahraa M. Mosa, Javier Escudero
2020	J	`jnl`	Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring. Entropy Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
2020	—	`conf`	Canonical polyadic and block term decompositions to fuse EEG, phenotypic scores, and structural MRI of children with early-onset epilepsy. EUSIPCO Noramon Dron, Richard F. M. Chin, Javier Escudero
2020	J	`jnl`	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 José Bernal, Maria del C. Valdés Hernández, Javier Escudero, Eleni Sakka, Paul A. Armitage, Stephen D. Makin, Rhian M. Touyz, Joanna M. Wardlaw
2020	J	`jnl`	Normalised degree variance. Appl. Netw. Sci. Keith Smith, Javier Escudero
2019	—	`conf`	Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease. MIUA José Bernal, Maria del C. Valdés Hernández, Javier Escudero, Paul A. Armitage, Stephen D. Makin, Rhian M. Touyz, Joanna M. Wardlaw
2019	—	`conf`	Application of Dispersion Entropy to Healthy and Pathological Heartbeat ECG Segments. EMBC Evangelos Kafantaris, Ian Piper, Tsz-Yan Milly Lo, Javier Escudero
2019	—	`conf`	Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control. NER Ahmed Ebied, Eli Kinney-Lang, Javier Escudero
2019	J	`jnl`	Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity. Int. J. Neural Syst. Antonio José Ibañez-Molina, Sergio Iglesias-Parro, Javier Escudero
2019	J	`jnl`	Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison. IEEE Access Hamed Azami, Peng Li, Steven E. Arnold, Javier Escudero, Anne Humeau-Heurtier
2019	J	`jnl`	Gas-Liquid Flow Pattern Analysis Based on Graph Connectivity and Graph-Variate Dynamic Connectivity of ERT. IEEE Trans. Instrum. Meas. Chao Tan, Ying Shen, Keith Smith, Feng Dong, Javier Escudero
2019	J	`jnl`	Graph-Variate Signal Analysis. IEEE Trans. Signal Process. Keith Smith, Loukianos Spyrou, Javier Escudero
2019	J	`jnl`	Hierarchical complexity of the adult human structural connectome. NeuroImage Keith Smith, Mark E. Bastin, Simon R. Cox, Maria del Carmen Valdés Hernández, Stewart Wiseman, Javier Escudero, Catherine Sudlow
2019	J	`jnl`	Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. IEEE Access Hamed Azami, Steven E. Arnold, Saeid Sanei, Zhuoqing Chang, Guillermo Sapiro, Javier Escudero, Anoopum S. Gupta
2019	J	`jnl`	Multivariate Multiscale Dispersion Entropy of Biomedical Times Series. Entropy Hamed Azami, Alberto Fernández, Javier Escudero
2019	J	`jnl`	Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction. IEEE Access Ahmed Ebied, Eli Kinney-Lang, Loukianos Spyrou, Javier Escudero
2019	—	`conf`	Preliminary fusion of EEG and MRI with phenotypic scores in children with epilepsy based on the Canonical Polyadic Decomposition. EMBC Noramon Dron, Eli Kinney-Lang, Richard F. M. Chin, Javier Escudero
2019	J	`jnl`	Weighted Network Estimation by the Use of Topological Graph Metrics. IEEE Trans. Netw. Sci. Eng. Loukianos Spyrou, Javier Escudero
2018	J	`jnl`	Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees. Sensors Ali H. Al-Timemy, Guido Bugmann, Javier Escudero
2018	J	`jnl`	Amplitude- and Fluctuation-Based Dispersion Entropy. Entropy Hamed Azami, Javier Escudero
2018	—	`conf`	Building a Tensor Framework for the Analysis and Classification of Steady-State Visual Evoked Potentials in Children. EUSIPCO Eli Kinney-Lang, Ahmed Ebied, Javier Escudero
2018	J	`jnl`	Coarse-Graining Approaches in Univariate Multiscale Sample and Dispersion Entropy. Entropy Hamed Azami, Javier Escudero
2018	J	`jnl`	Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis. Medical Biol. Eng. Comput. Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
2018	—	`conf`	Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. EUSIPCO Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
2018	—	`conf`	Gas-water two-phase flow pattern recognition based on ERT and ultrasound Doppler. I2MTC Ying Shen, Chao Tan, Feng Dong, Keith Smith, Javier Escudero
2018	J	`jnl`	Measuring Complexity of Biomedical Signals. Complex. Gastón Schlotthauer, Anne Humeau-Heurtier, Javier Escudero, Hugo Leonardo Rufiner
2018	J	`jnl`	Normalised Degree Variance. CoRR Keith Smith, Javier Escudero
2018	J	`jnl`	Phenotyping Ex-Combatants From EEG Scalp Connectivity. IEEE Access Andrés Quintero-Zea, José David López, Keith Smith, Natalia Trujillo, Mario A. Parra, Javier Escudero
2017	J	`jnl`	A General Theory of Temporal Connectivity. CoRR Keith Smith, Loukianos Spyrou, Javier Escudero
2017	J	`jnl`	Amplitude- and Frequency-based Dispersion Patterns and Entropy. CoRR Hamed Azami, Javier Escudero
2017	J	`jnl`	Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks. Sensors Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
2017	J	`jnl`	Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures. IEEE Signal Process. Lett. Hamed Azami, Javier Escudero, Anne Humeau-Heurtier
2017	—	`conf`	Characterisation of Resting Brain Network Topologies across the Human Lifespan with Magnetoencephalogram Recordings: A Phase Slope Index and Granger Causality Comparison Study. BIOSIGNALS Elizabeth Shumbayawonda, Alberto Fernández, Javier Escudero, Michael Pycraft Hughes, Daniel Abásolo
2017	—	`conf`	Classification enhancement for post-stroke dementia using fuzzy neighborhood preserving analysis with QR-decomposition. EMBC Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Javier Escudero
2017	J	`jnl`	Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG. CoRR Loukianos Spyrou, Mario A. Parra, Javier Escudero
2017	—	`conf`	Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC. EMBC Eli Kinney-Lang, Loukianos Spyrou, Ahmed Ebied, Richard F. M. Chin, Javier Escudero
2017	Misc	`conf`	Graph regularised tensor factorisation of EEG signals based on network connectivity measures. ICASSP Loukianos Spyrou, Javier Escudero
2017	—	`conf`	Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease. EMBC Hamed Azami, Eli Kinney-Lang, Ahmed Ebied, Alberto Fernández, Javier Escudero
2017	—	`conf`	On the use of higher-order tensors to model muscle synergies. EMBC Ahmed Ebied, Loukianos Spyrou, Eli Kinney-Lang, Javier Escudero
2017	J	`jnl`	Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals. IEEE Trans. Biomed. Eng. Hamed Azami, Mostafa Rostaghi, Daniel E. Abásolo, Javier Escudero
2017	J	`jnl`	Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis. Medical Biol. Eng. Comput. Hamed Azami, Alberto Fernández, Javier Escudero
2017	J	`jnl`	Univariate and Multivariate Generalized Multiscale Entropy to Characterise EEG Signals in Alzheimer's Disease. Entropy Hamed Azami, Daniel Abásolo, Samantha Simons, Javier Escudero
2017	J	`jnl`	Weighted network estimation by the use of topological graph metrics. CoRR Loukianos Spyrou, Javier Escudero
2016	—	`conf`	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 Keith Smith, Daniel Abásolo, Javier Escudero
2016	J	`jnl`	Amplitude-aware permutation entropy: Illustration in spike detection and signal segmentation. Comput. Methods Programs Biomed. Hamed Azami, Javier Escudero
2016	—	`conf`	Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease. EMBC Hamed Azami, Mostafa Rostaghi, Alberto Fernández, Javier Escudero
2016	—	`conf`	Effect of importance sampling on robust segmentation of audio-cough events in noisy environments. EMBC Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Paul Lesso, Javier Escudero, Keshav P. Dahal, Pablo Casaseca-de-la-Higuera
2016	J	`jnl`	Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings. Biomed. Signal Process. Control. Hamed Azami, Javier Escudero
2016	—	`conf`	Inspection of short-time resting-state electroencephalogram functional networks in Alzheimer's disease. EMBC Javier Escudero, Keith Smith, Hamed Azami, Daniel Abásolo
2016	—	`conf`	MEMD-enhanced multivariate fuzzy entropy for the evaluation of complexity in biomedical signals. EMBC Hamed Azami, Keith Smith, Javier Escudero
2016	J	`jnl`	Refined Composite Multiscale Dispersion Entropy: A Fast Measure of Complexity. CoRR Hamed Azami, Mostafa Rostaghi, Javier Escudero
2016	J	`jnl`	Refined Multiscale Fuzzy Entropy based on Standard Deviation for Biomedical Signal Analysis. CoRR Hamed Azami, Alberto Fernández, Javier Escudero
2016	—	`conf`	Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. EMBC Ali Al-Timemy, Rami N. Khushaba, Javier Escudero
2015	—	`conf`	A comparative study of breast cancer diagnosis based on neural network ensemble via improved training algorithms. EMBC Hamed Azami, Javier Escudero
2015	—	`conf`	Cluster-span threshold: An unbiased threshold for binarising weighted complete networks in functional connectivity analysis. EMBC Keith Smith, Hamed Azami, Mario A. Parra, John M. Starr, Javier Escudero
2015	—	`conf`	Combination of signal segmentation approaches using fuzzy decision making. EMBC Hamed Azami, Javier Escudero
2015	—	`conf`	Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks. EMBC Keith Smith, Hamed Azami, Javier Escudero, Mario A. Parra, John M. Starr
2015	—	`conf`	Effect of the average delay and mean connectivity of the Kuramoto model on the complexity of the output electroencephalograms. EMBC Javier Escudero, Antonio José Ibañez-Molina, Sergio Iglesias-Parro
2015	—	`conf`	Evaluation of resting-state magnetoencephalogram complexity in Alzheimer's disease with multivariate multiscale permutation and sample entropies. EMBC Hamed Azami, Keith Smith, Alberto Fernández, Javier Escudero
2015	J	`jnl`	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 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
2015	J	`jnl`	Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task. Sensors Noor Kamal Al-Qazzaz, Sawal Hamid Bin Mohd Ali, Siti Anom Ahmad, Mohd Shabiul Islam, Javier Escudero
2014	—	`conf`	Post-processing for spectral coherence of magnetoencephalogram background activity: Application to Alzheimer's disease. EMBC Javier Escudero, Athanasios Anastasiou, Alberto Fernández
2014	—	`conf`	Spectral analysis of resting state magnetoencephalogram activity in patients with bipolar disorder. EMBC Ali H. Al-Timemy, Alberto Fernández, Javier Escudero
2013	—	`conf`	A preliminary investigation of the effect of force variation for myoelectric control of hand prosthesis. EMBC Ali Al-Timemy, Guido Bugmann, Javier Escudero, Nicholas John Outram
2013	J	`jnl`	Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography. IEEE J. Biomed. Health Informatics Ali Al-Timemy, Guido Bugmann, Javier Escudero, Nicholas John Outram
2013	—	`conf`	Development of a Highly Dexterous Robotic Hand with Independent Finger Movements for Amputee Training. TAROS Ali Al-Timemy, Alexandre Brochard, Guido Bugmann, Javier Escudero
2013	J	`jnl`	Machine Learning-Based Method for Personalized and Cost-Effective Detection of Alzheimer's Disease. IEEE Trans. Biomed. Eng. Javier Escudero, Emmanuel C. Ifeachor, John P. Zajicek, Colin Green, James Shearer, Stephen Pearson
2013	—	`conf`	Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis. EMBC Ali H. Al-Timemy, Javier Escudero, Guido Bugmann, Nicholas John Outram
2012	—	`conf`	Finger Movements Classification for the Dexterous Control of Upper Limb Prosthesis Using EMG Signals. TAROS Ali Al-Timemy, Guido Bugmann, Nicholas John Outram, Javier Escudero, Hai Li
2011	—	`conf`	Early detection and characterization of Alzheimer's disease in clinical scenarios using Bioprofile concepts and K-means. EMBC Javier Escudero, John P. Zajicek, Emmanuel C. Ifeachor
2011	—	`conf`	Machine Learning classification of MRI features of Alzheimer's disease and mild cognitive impairment subjects to reduce the sample size in clinical trials. EMBC Javier Escudero, John P. Zajicek, Emmanuel C. Ifeachor
2011	—	`conf`	Single channel-based myoelectric control of hand movements with Empirical Mode Decomposition. EMBC Ali H. Al-Timemy, Guido Bugmann, Nicholas John Outram, Javier Escudero
2008	J	`jnl`	A Study on the Possible Usefulness of Detrended Fluctuation Analysis of the Electroencephalogram Background Activity in Alzheimer's Disease. IEEE Trans. Biomed. Eng. Daniel E. Abásolo, Roberto Hornero, Javier Escudero, Pedro Espino
2008	J	`jnl`	Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients. Medical Biol. Eng. Comput. Daniel E. Abásolo, Javier Escudero, Roberto Hornero, Carlos Gómez, Pedro Espino
2008	J	`jnl`	Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation. Artif. Intell. Medicine Javier Escudero, Roberto Hornero, Jesús Poza, Daniel E. Abásolo, Alberto Fernández
2008	J	`jnl`	Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease. IEEE Trans. Biomed. Eng. Roberto Hornero, Javier Escudero, Alberto Fernández, Jesús Poza, Carlos Gómez
2007	J	`jnl`	Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information. Comput. Methods Programs Biomed. Carlos Gómez, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Javier Escudero
2007	J	`jnl`	Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis. IEEE Trans. Biomed. Eng. Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Miguel López Coronado
2006	J	`jnl`	Cortical reorganization during PASAT task in MS patients with preserved working memory functions. NeuroImage Cristina Forn, Alfonso Barrós-Loscertales, Javier Escudero, Vicente Belloch, S. Campos, María Antonia Parcet, César Ávila
2006	—	`conf`	Magnetoencephalogram background activity analysis in Alzheimer's disease patients using auto mutual information. EMBC Carlos Gómez, Roberto Hornero, Alberto Fernández, Daniel E. Abásolo, Javier Escudero, Miguel López Coronado
2006	—	`conf`	Rejection of artifact sources in magnetoencephalogram background activity using independent component analysis. EMBC Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Jesús Poza, Alberto Fernández, Miguel López Coronado