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List of works by Javier Escudero

A Four-Dimensional Computational Model of Dynamic Contrast-Enhanced Magnetic Resonance Imaging Measurement of Subtle Blood-Brain Barrier Leakage

scientific article published on 9 October 2020

A preliminary investigation of the effect of force variation for myoelectric control of hand prosthesis

scientific article published in January 2013

A study on the possible usefulness of detrended fluctuation analysis of the electroencephalogram background activity in Alzheimer's disease.

scientific article

Accounting for the complex hierarchical topology of EEG phase-based functional connectivity in network binarisation

scientific article published on 20 October 2017

Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees

scholarly article by Ali Al-Timemy et al published 24 July 2018 in Sensors

Amplitude- and Fluctuation-Based Dispersion Entropy

scientific article published on 20 March 2018

Amplitude-aware permutation entropy: Illustration in spike detection and signal segmentation

scientific article published on 22 February 2016

An intelligent approach for variable size segmentation of non-stationary signals

scientific article published on 19 March 2014

Analysis of EEG networks and their correlation with cognitive impairment in preschool children with epilepsy

scientific article published on 01 December 2018

Analysis of MEG background activity in Alzheimer's disease using nonlinear methods and ANFIS.

scientific article published on 7 January 2009

Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease

scientific article published in 2020

Analysis of electroencephalograms in Alzheimer's disease patients with multiscale entropy.

scientific article

Analysis of spontaneous MEG activity in Alzheimer's disease using time-frequency parameters

scientific article

Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information.

scientific article published on 7 August 2007

Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients

scientific article published on 11 September 2008

Assessment of PVS Filtering Methods Using a Three-Dimensional Computational Model

scientific article published on 3 August 2022

Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation.

scientific article published on 10 March 2008

Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring

scientific article published on 11 March 2020

Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks

scientific article

Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures

Bioprofile analysis: a new approach for the analysis of biomedical data in Alzheimer's disease

scientific article

Blind source separation to enhance spectral and non-linear features of magnetoencephalogram recordings. Application to Alzheimer's disease

scientific article published on 23 May 2009

Changes in the MEG background activity in patients with positive symptoms of schizophrenia: spectral analysis and impact of age.

scientific article published on 30 January 2013

Characterisation of Resting Brain Network Topologies across the Human Lifespan with Magnetoencephalogram Recordings: A Phase Slope Index and Granger Causality Comparison Study

Classification enhancement for post-stroke dementia using fuzzy neighborhood preserving analysis with QR-decomposition

scientific article published in July 2017

Classification of Alzheimer's disease from quadratic sample entropy of electroencephalogram

scientific article

Classification of finger movements for the dexterous hand prosthesis control with surface electromyography

scientific article published in May 2013

Coarse-Graining Approaches in Univariate Multiscale Sample and Dispersion Entropy

scientific article published on 22 February 2018

Complex Tensor Factorization With PARAFAC2 for the Estimation of Brain Connectivity From the EEG

scientific article published on 28 November 2018

Complexity analysis of spontaneous brain activity in attention-deficit/hyperactivity disorder: diagnostic implications

scientific article published on 21 December 2008

Complexity analysis of spontaneous brain activity in mood disorders: A magnetoencephalography study of bipolar disorder and major depression

scientific article published on 26 April 2018

Complexity analysis of spontaneous brain activity: effects of depression and antidepressant treatment

scientific article published on 27 June 2011

Consistency of the blind source separation computed with five common algorithms for magnetoencephalogram background activity ⬇️

scientific article published on September 15, 2010

Development of a Highly Dexterous Robotic Hand with Independent Finger Movements for Amputee Training

Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity

scientific article published on 15 May 2018

Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis

scientific article published on 8 November 2017

EEG Wavelet Spectral Analysis During a Working Memory Tasks in Stroke-Related Mild Cognitive Impairment Patients

Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC.

scientific article published in July 2017

Evaluation of matrix factorisation approaches for muscle synergy extraction

scientific article published on 24 April 2018

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

scientific article published on 5 June 2020

Expanding the (kaleido)scope: exploring current literature trends for translating electroencephalography (EEG) based brain-computer interfaces for motor rehabilitation in children

scientific article published on 20 October 2016

Extracellular spike detection from multiple electrode array using novel intelligent filter and ensemble fuzzy decision making

scientific article published on 18 October 2014

Gas-Liquid Flow Pattern Analysis Based on Graph Connectivity and Graph-Variate Dynamic Connectivity of ERT

Graph-Variate Signal Analysis

scholarly article by Keith Smith et al published 15 January 2019 in IEEE Transactions on Signal Processing

Hierarchical complexity of the adult human structural connectome

scientific article published on 14 February 2019

Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings

Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees

scientific article

Inspecting temporal scales with non-linear signal features: a way to extract more information from brain activity?

scientific article published on 18 July 2014

Interpretation of the auto-mutual information rate of decrease in the context of biomedical signal analysis. Application to electroencephalogram recordings.

scientific article published on 16 January 2009

Introducing the Joint EEG-Development Inference (JEDI) Model: A Multi-Way, Data Fusion Approach for Estimating Paediatric Developmental Scores via EEG

scientific article published on 10 January 2019

Locating Temporal Functional Dynamics of Visual Short-Term Memory Binding using Graph Modular Dirichlet Energy.

scientific article published on 10 February 2017

Machine learning-based method for personalized and cost-effective detection of Alzheimer's disease

scientific article published on 8 August 2012

Machine-learning based identification of undiagnosed dementia in primary care: a feasibility study

scientific article published on 13 June 2018

Measuring Complexity of Biomedical Signals

Medical Mechatronics for Healthcare.

scientific article

Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease

scientific article published in July 2017

Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease

scientific article published on 14 May 2015

Network analysis through the use of joint-distribution entropy on EEG recordings of MCI patients during a visual short-term memory binding task

scientific article published on 29 March 2019

Nonlinear analysis of electroencephalogram and magnetoencephalogram recordings in patients with Alzheimer's disease

scientific article published in January 2009

On the application of the auto mutual information rate of decrease to biomedical signals

scientific article published on January 2008

On the use of higher-order tensors to model muscle synergies

scientific article published in July 2017

Open your eyes and you will see. Changes in "eyes-open" versus "eyes-closed" small-world properties of EEG functional connectivity in amnesic mild cognitive impairment

scientific article

Phenotyping Ex-Combatants From EEG Scalp Connectivity

Principal Dynamic Mode Analysis of EEG Data for Assisting the Diagnosis of Alzheimer's Disease

scientific article

Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis

scientific article published in January 2013

Quantitative evaluation of artifact removal in real magnetoencephalogram signals with blind source separation

scientific article published on 21 April 2011

Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals

scientific article published on 8 March 2017

Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis.

scientific article published on 2 May 2017

Regional analysis of spontaneous MEG rhythms in patients with Alzheimer's disease using spectral entropies

scientific article published on 10 November 2007

Regional coherence evaluation in mild cognitive impairment and Alzheimer's disease based on adaptively extracted magnetoencephalogram rhythms.

scientific article published on 27 June 2011

Reply to “Comment on ‘Analysis of electroencephalograms in Alzheimer's disease patients with multiscale entropy’”

scholarly article by Javier Escudero et al published 1 December 2007 in Physiological Measurement

Role of EEG as biomarker in the early detection and classification of dementia.

scientific article published on 30 June 2014

Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task

scientific article

Spectral and nonlinear analyses of MEG background activity in patients with Alzheimer's disease

scientific article published in June 2008

Tensor decomposition of TMS-induced EEG oscillations reveals data-driven profiles of antiepileptic drug effects

scientific article published on 19 November 2019

Tensor-driven extraction of developmental features from varying paediatric EEG datasets

scientific article published on 21 May 2018

The complex hierarchical topology of EEG functional connectivity ⬇️

scientific article

USING NHS PRIMARY CARE DATA TO IDENTIFY UNDIAGNOSED DEMENTIA

scholarly article by Emmanuel Jammeh et al published 14 October 2015 in Journal of Neurology, Neurosurgery and Psychiatry

Univariate and Multivariate Generalized Multiscale Entropy to Characterise EEG Signals in Alzheimer’s Disease

What electrophysiology tells us about Alzheimer's disease: a window into the synchronization and connectivity of brain neurons

scientific article published on 19 September 2019

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