Anne Humeau-Heurtier

Orcid: 0000-0002-6289-0040

According to our database1, Anne Humeau-Heurtier authored at least 84 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data.
Comput. Methods Programs Biomed., January, 2024

A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection.
Proceedings of the 32nd European Signal Processing Conference, 2024

Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Bidimensional ensemble entropy: Concepts and application to emphysema lung computerized tomography scans.
Comput. Methods Programs Biomed., December, 2023

A self-attention model for cross-subject seizure detection.
Comput. Biol. Medicine, October, 2023

An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network.
Biomed. Signal Process. Control., April, 2023

Cross-Site Generalization for Imbalanced Epileptic Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy.
Pattern Recognit. Lett., 2022

Deep Learning and Entropy-Based Texture Features for Color Image Classification.
Entropy, 2022

Colored Texture Analysis Fuzzy Entropy Methods with a Dermoscopic Application.
Entropy, 2022

Three-dimensional dispersion entropy for uterine fibroid texture quantification and post-embolization evaluation.
Comput. Methods Programs Biomed., 2022

Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG.
Comput. Biol. Medicine, 2022

Re-Ordering of Hadamard Matrix Using Fourier Transform and Gray-Level Co-Occurrence Matrix for Compressive Single-Pixel Imaging in Low Resolution Images.
IEEE Access, 2022

Color Texture Analysis: A Survey.
IEEE Access, 2022

Wavelet transformation approaches for prediction of atrial fibrillation.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis.
IEEE J. Biomed. Health Informatics, 2021

Multiscale permutation entropy for two-dimensional patterns.
Pattern Recognit. Lett., 2021

Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures.
Medical Biol. Eng. Comput., 2021

Parameter Analysis of Multiscale Two-Dimensional Fuzzy and Dispersion Entropy Measures Using Machine Learning Classification.
Entropy, 2021

Multiscale Entropy Analysis of Short Signals: The Robustness of Fuzzy Entropy-Based Variants Compared to Full-Length Long Signals.
Entropy, 2021

Evaluation of COVID-19 chest computed tomography: A texture analysis based on three-dimensional entropy.
Biomed. Signal Process. Control., 2021

2020
Bidimensional Multiscale Fuzzy Entropy and Its Application to Pseudoxanthoma Elasticum.
IEEE Trans. Biomed. Eng., 2020

(Multiscale) Cross-Entropy Methods: A Review.
Entropy, 2020

Multiscale Entropy Approaches and Their Applications.
Entropy, 2020

Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2019
Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity.
IEEE J. Biomed. Health Informatics, 2019

Two-dimensional dispersion entropy: An information-theoretic method for irregularity analysis of images.
Signal Process. Image Commun., 2019

Multivariate improved weighted multiscale permutation entropy and its application on EEG data.
Biomed. Signal Process. Control., 2019

Texture Feature Extraction Methods: A Survey.
IEEE Access, 2019

Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison.
IEEE Access, 2019

A New Mutual Information Measure to Estimate Functional Connectivity: Preliminary Study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Novel Multiscale Cross-Entropy Method Applied to Navigation Data Acquired with a Bike Simulator.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Bidimensional Fuzzy Entropy: Principle Analysis and Biomedical Applications.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Time-Varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis.
IEEE Trans. Biomed. Eng., 2018

Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things.
IEEE Trans. Biomed. Circuits Syst., 2018

Two-dimensional multiscale entropy analysis: Applications to image texture evaluation.
Signal Process., 2018

Evaluation of Systems' Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines.
Entropy, 2018

Centered and Averaged Fuzzy Entropy to Improve Fuzzy Entropy Precision.
Entropy, 2018

Measuring Complexity of Biomedical Signals.
Complex., 2018

Bi-dimensional multiscale entropy: Relation with discrete Fourier transform and biomedical application.
Comput. Biol. Medicine, 2018

A New Approach to Sample Entropy of Multi-channel Signals: Application to EEG Signals.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures.
IEEE Signal Process. Lett., 2017

Bidimensional unconstrained optimization approach to EMD: An algorithm revealing skin perfusion alterations in pseudoxanthoma elasticum patients.
Comput. Methods Programs Biomed., 2017

Bi-dimensional variational mode decomposition of laser speckle contrast imaging data: A clinical approach to critical limb ischemia?
Comput. Biol. Medicine, 2017

Multiscale Poincaré plot analysis of time series from laser speckle contrast imaging data.
Biomed. Signal Process. Control., 2017

Characterization of Home-Acquired Blood Pressure Time Series Using Multiscale Entropy for Patients Treated Against Kidney Cancer.
Proceedings of the Internet of Things (IoT) Technologies for HealthCare, 2017

Methods for Hemodynamic Parameters Measurement using the Laser Speckle Effect in Macrocirculation.
Proceedings of the European Project Space on Networks, 2017

Performance Analysis of Spatial Laser Speckle Contrast Implementations.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Orientation-Independent Empirical Mode Decomposition for Images Based on Unconstrained Optimization.
IEEE Trans. Image Process., 2016

Refined Multiscale Hilbert-Huang Spectral Entropy and Its Application to Central and Peripheral Cardiovascular Data.
IEEE Trans. Biomed. Eng., 2016

Multivariate Generalized Multiscale Entropy Analysis.
Entropy, 2016

Signal and Image Processing of Physiological Data: Methods for Diagnosis and Treatment Purposes.
Comput. Math. Methods Medicine, 2016

Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging?
Biomed. Signal Process. Control., 2016

2015
Analysis of Laser Speckle Contrast Images Variability Using a Novel Empirical Mode Decomposition: Comparison of Results With Laser Doppler Flowmetry Signals Variability.
IEEE Trans. Medical Imaging, 2015

Multi-Dimensional Complete Ensemble Empirical Mode Decomposition With Adaptive Noise Applied to Laser Speckle Contrast Images.
IEEE Trans. Medical Imaging, 2015

Refined Composite Multiscale Permutation Entropy to Overcome Multiscale Permutation Entropy Length Dependence.
IEEE Signal Process. Lett., 2015

The Multiscale Entropy Algorithm and Its Variants: A Review.
Entropy, 2015

Analysis of microvascular perfusion with multi-dimensional complete ensemble empirical mode decomposition with adaptive noise algorithm: Processing of laser speckle contrast images recorded in healthy subjects, at rest and during acetylcholine stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects.
Entropy, 2014

Comparative study to analyze the effect of aging on microvascular blood flow by processing laser speckle contrast images when Lorentzian and Gaussian velocity profiles are assumed for moving scatterers.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Processing of laser speckle contrast images to analyze the impact of aging on moving blood cells when a Lorentzian velocity profile is assumed.
Proceedings of the 22nd European Signal Processing Conference, 2014

Microvascular Blood Flow with Laser Speckle Contrast Imaging: Analysis of Static Scatterers Effect through Modelling and Simulation.
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014

Laser Speckle Contrast Images - Processing of Data to Analyze Microvascular Variations in Hand Skin of Healthy Subjects.
Proceedings of the BIOIMAGING 2014, 2014

2013
Linguistic Analysis of Laser Speckle Contrast Images Recorded at Rest and During Biological Zero: Comparison With Laser Doppler Flowmetry Data.
IEEE Trans. Medical Imaging, 2013

Multiscale Entropy Study of Medical Laser Speckle Contrast Images.
IEEE Trans. Biomed. Eng., 2013

Relevance of Laser Doppler and Laser Speckle Techniques for Assessing Vascular Function: State of the Art and Future Trends.
IEEE Trans. Biomed. Eng., 2013

Blood Perfusion Values of Laser Speckle Contrast Imaging and Laser Doppler Flowmetry: Is a Direct Comparison Possible?
IEEE Trans. Biomed. Eng., 2013

Self-mixing microprobe for monitoring microvascular perfusion in rat brain.
Medical Biol. Eng. Comput., 2013

Complexity quantification of signals from the heart, the macrocirculation and the microcirculation through a multiscale entropy analysis.
Biomed. Signal Process. Control., 2013

2012
Laser speckle contrast imaging of the skin: interest in processing the perfusion data.
Medical Biol. Eng. Comput., 2012

Clinical use of laser speckle techniques: beyond the sole mapping.
Medical Biol. Eng. Comput., 2012

Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis.
Medical Biol. Eng. Comput., 2012

Study of digital blood pressure and laser Doppler flowmetry signals through a multiscale analysis.
Proceedings of the 20th European Signal Processing Conference, 2012

Laser Doppler Flowmeters Prototypes: Monte Carlo Simulations Validation Paired with Measurements.
Proceedings of the Biomedical Engineering Systems and Technologies, 2012

Laser Doppler Flowmeters Prototypes Validation using Monte Carlo Simulations.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

A New Laser Doppler Flowmeter Prototype for Microcirculation Skin Depth Monitoring - In Vitro Validation and in Vivo Preliminar Results.
Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012

2011
Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series.
IEEE Trans. Biomed. Eng., 2011

Measurement of the local aortic stiffness by a non-invasive bioelectrical impedance technique.
Medical Biol. Eng. Comput., 2011

2010
Comparison between Laser Doppler Flowmetry Signals Recorded in Glabrous and Non Glabrous Skin - Time and Frequency Analyses.
Proceedings of the BIOSIGNALS 2010, 2010

2007
Laser Doppler perfusion monitoring and imaging: novel approaches.
Medical Biol. Eng. Comput., 2007

2006
S-transform applied to laser Doppler flowmetry reactive hyperemia signals.
IEEE Trans. Biomed. Eng., 2006

S-Transform Time-Frequency Feature Extraction Of Laser Doppler Flowmetry Signal Using Svd Decomposition.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
Signal processing methodology to study the cutaneous vasodilator response to a local external pressure application detected by laser Doppler flowmetry.
IEEE Trans. Biomed. Eng., 2004

2002
Wavelet de-noising of laser Doppler reactive hyperemia signals to diagnose peripheral arterial occlusive diseases.
IEEE Trans. Biomed. Eng., 2002


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