Wavelet de-noising of laser Doppler reactive hyperemia signals to diagnose peripheral arterial occlusive diseases. - Anne Humeau; Audrey Koitka; Jean-Louis Saumet; Jean-Pierre L'Huillier (IEEE Trans. Biomed. Eng., 2002)

Signal processing methodology to study the cutaneous vasodilator response to a local external pressure application detected by laser Doppler flowmetry. - Anne Humeau; Lionel Fizanne; Ambroise Garry; Jean-Louis Saumet; Jean-Pierre L'Huillier (IEEE Trans. Biomed. Eng., 2004)

S-Transform Time-Frequency Feature Extraction Of Laser Doppler Flowmetry Signal Using Svd Decomposition. - Saïd Assous; Anne Humeau; Jean-Pierre L'Huillier (ICASSP (3), 2006)

S-transform applied to laser Doppler flowmetry reactive hyperemia signals. - Saïd Assous; Anne Humeau; Maylis Tartas; Pierre Abraham; Jean-Pierre L'Huillier (IEEE Trans. Biomed. Eng., 2006)

Laser Doppler perfusion monitoring and imaging: novel approaches. - Anne Humeau; Wiendelt Steenbergen; Henrik Nilsson; Tomas Strömberg (Medical Biol. Eng. Comput., 2007)

Comparison between Laser Doppler Flowmetry Signals Recorded in Glabrous and Non Glabrous Skin - Time and Frequency Analyses. - Edite Figueiras; Pierre Abraham; Luis F. Requicha Ferreira; Anne Humeau (BIOSIGNALS, 2010)

Measurement of the local aortic stiffness by a non-invasive bioelectrical impedance technique. - Mathieu Collette; Alain Lalande; Serge Willoteaux; Georges Leftheriotis; Anne Humeau (Medical Biol. Eng. Comput., 2011)

Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series. - Anne Humeau; Guillaume Mahé; François Chapeau-Blondeau; David Rousseau; Pierre Abraham (IEEE Trans. Biomed. Eng., 2011)

A New Laser Doppler Flowmeter Prototype for Microcirculation Skin Depth Monitoring - In Vitro Validation and in Vivo Preliminar Results. - Edite Figueiras; Rita Campos; Ricardo Oliveira 003; Luis F. Requicha Ferreira; Anne Humeau-Heurtier (BIODEVICES, 2012)

Laser Doppler Flowmeters Prototypes Validation using Monte Carlo Simulations. - Edite Figueiras; Rita Campos; Ricardo Oliveira 003; Luis F. Requicha Ferreira; Frits F. M. de Mul; Anne Humeau-Heurtier (BIOINFORMATICS, 2012)

Laser Doppler Flowmeters Prototypes: Monte Carlo Simulations Validation Paired with Measurements. - Edite Figueiras; Anne Humeau-Heurtier; Rita Campos; Ricardo Oliveira 003; Luis F. Requicha Ferreira; Frits F. M. de Mul (BIOSTEC (Selected Papers), 2012)

Study of digital blood pressure and laser Doppler flowmetry signals through a multiscale analysis. - Emmanuelle Guerreschi; Anne Humeau-Heurtier; Stéphanie Bricq; Guillaume Mahé; Georges Leftheriotis (EUSIPCO, 2012)

Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis. - Stéphanie Bricq; Guillaume Mahé; David Rousseau; Anne Humeau-Heurtier; François Chapeau-Blondeau; Julio Rojas Varela; Pierre Abraham (Medical Biol. Eng. Comput., 2012)

Clinical use of laser speckle techniques: beyond the sole mapping. - Anne Humeau-Heurtier; Pierre Abraham; Sylvain Durand; Georges Leftheriotis; Daniel Henrion; Guillaume Mahé (Medical Biol. Eng. Comput., 2012)

Laser speckle contrast imaging of the skin: interest in processing the perfusion data. - Anne Humeau-Heurtier; Benjamin Buard; Guillaume Mahé; Pierre Abraham (Medical Biol. Eng. Comput., 2012)

Complexity quantification of signals from the heart, the macrocirculation and the microcirculation through a multiscale entropy analysis. - Emmanuelle Guerreschi; Anne Humeau-Heurtier; Guillaume Mahé; Mathieu Collette; Georges Leftheriotis (Biomed. Signal Process. Control., 2013)

Self-mixing microprobe for monitoring microvascular perfusion in rat brain. - Edite Figueiras; Ricardo Oliveira 003; Cátia F. Lourenço; Rita Campos; Anne Humeau-Heurtier; Rui M. Barbosa; João Laranjinha; Luis F. Requicha Ferreira; Frits F. M. de Mul (Medical Biol. Eng. Comput., 2013)

Blood Perfusion Values of Laser Speckle Contrast Imaging and Laser Doppler Flowmetry: Is a Direct Comparison Possible? - Tiziano Binzoni; Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (IEEE Trans. Biomed. Eng., 2013)

Relevance of Laser Doppler and Laser Speckle Techniques for Assessing Vascular Function: State of the Art and Future Trends. - Anne Humeau-Heurtier; Emmanuelle Guerreschi; Pierre Abraham; Guillaume Mahé (IEEE Trans. Biomed. Eng., 2013)

Multiscale Entropy Study of Medical Laser Speckle Contrast Images. - Anne Humeau-Heurtier; Guillaume Mahé; Sylvain Durand; Pierre Abraham (IEEE Trans. Biomed. Eng., 2013)

Linguistic Analysis of Laser Speckle Contrast Images Recorded at Rest and During Biological Zero: Comparison With Laser Doppler Flowmetry Data. - Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (IEEE Trans. Medical Imaging, 2013)

Laser Speckle Contrast Images - Processing of Data to Analyze Microvascular Variations in Hand Skin of Healthy Subjects. - Anne Humeau-Heurtier; Jérémy Dexet; Pierre Abraham; Guillaume Mahé (BIOIMAGING, 2014)

Microvascular Blood Flow with Laser Speckle Contrast Imaging: Analysis of Static Scatterers Effect through Modelling and Simulation. - Adil Khalil; Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (EMS, 2014)

Processing of laser speckle contrast images to analyze the impact of aging on moving blood cells when a Lorentzian velocity profile is assumed. - Adil Khalil; Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (EUSIPCO, 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. - Adil Khalil; Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (IPTA, 2014)

Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects. - Anne Humeau-Heurtier; Mathias Baumert; Guillaume Mahé; Pierre Abraham (Entropy, 2014)

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. - Anne Humeau-Heurtier; Pauline Marche; Severine Dubois; Guillaume Mahé (EMBC, 2015)

The Multiscale Entropy Algorithm and Its Variants: A Review. - Anne Humeau-Heurtier (Entropy, 2015)

Refined Composite Multiscale Permutation Entropy to Overcome Multiscale Permutation Entropy Length Dependence. - Anne Humeau-Heurtier; Chiu-Wen Wu; Shuen-De Wu (IEEE Signal Process. Lett., 2015)

Multi-Dimensional Complete Ensemble Empirical Mode Decomposition With Adaptive Noise Applied to Laser Speckle Contrast Images. - Anne Humeau-Heurtier; Guillaume Mahé; Pierre Abraham (IEEE Trans. Medical Imaging, 2015)

Analysis of Laser Speckle Contrast Images Variability Using a Novel Empirical Mode Decomposition: Comparison of Results With Laser Doppler Flowmetry Signals Variability. - Anne Humeau-Heurtier; Pierre Abraham; Guillaume Mahé (IEEE Trans. Medical Imaging, 2015)

Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? - Pedro Vaz 001; Tânia Pereira 001; Edite Figueiras; Carlos Manuel B. A. Correia; Anne Humeau-Heurtier; João M. R. Cardoso (Biomed. Signal Process. Control., 2016)

Signal and Image Processing of Physiological Data: Methods for Diagnosis and Treatment Purposes. - Anne Humeau-Heurtier; Edite Figueiras; João M. R. Cardoso (Comput. Math. Methods Medicine, 2016)

Multivariate Generalized Multiscale Entropy Analysis. - Anne Humeau-Heurtier (Entropy, 2016)

Refined Multiscale Hilbert-Huang Spectral Entropy and Its Application to Central and Peripheral Cardiovascular Data. - Anne Humeau-Heurtier; Chiu-Wen Wu; Shuen-De Wu; Guillaume Mahé; Pierre Abraham (IEEE Trans. Biomed. Eng., 2016)

Orientation-Independent Empirical Mode Decomposition for Images Based on Unconstrained Optimization. - Marcelo Alejandro Colominas; Anne Humeau-Heurtier; Gastón Schlotthauer (IEEE Trans. Image Process., 2016)

Performance Analysis of Spatial Laser Speckle Contrast Implementations. - Pedro G. Vaz; Anne Humeau-Heurtier; Edite Figueiras; Carlos Manuel B. A. Correia; João M. R. Cardoso (BIOINFORMATICS, 2017)

Methods for Hemodynamic Parameters Measurement using the Laser Speckle Effect in Macrocirculation. - Pedro G. Vaz; Anne Humeau-Heurtier; Edite Figueiras; João M. R. Cardoso (EPS, 2017)

Characterization of Home-Acquired Blood Pressure Time Series Using Multiscale Entropy for Patients Treated Against Kidney Cancer. - Antoine Jamin; Jean-Baptiste Fasquel; Anne Humeau-Heurtier; Pierre Abraham; Georges Leftheriotis; Samir Henni (HealthyIoT, 2017)

Multiscale Poincaré plot analysis of time series from laser speckle contrast imaging data. - Anne Humeau-Heurtier; Guillaume Mahé; Gilles Hunault; Lydie Gascoin; Pierre Abraham (Biomed. Signal Process. Control., 2017)

Bi-dimensional variational mode decomposition of laser speckle contrast imaging data: A clinical approach to critical limb ischemia? - Anne Humeau-Heurtier; Pierre Abraham; Samir Henni (Comput. Biol. Medicine, 2017)

Bidimensional unconstrained optimization approach to EMD: An algorithm revealing skin perfusion alterations in pseudoxanthoma elasticum patients. - Anne Humeau-Heurtier; Marcelo Alejandro Colominas; Gastón Schlotthauer; Maxime Etienne; Ludovic Martin; Pierre Abraham (Comput. Methods Programs Biomed., 2017)

Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures. - Hamed Azami; Javier Escudero; Anne Humeau-Heurtier (IEEE Signal Process. Lett., 2017)

A New Approach to Sample Entropy of Multi-channel Signals: Application to EEG Signals. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (EUSIPCO, 2018)

Bi-dimensional multiscale entropy: Relation with discrete Fourier transform and biomedical application. - Anne Humeau-Heurtier; Ana Carolina Mieko Omoto; Luiz Eduardo Virgilio da Silva (Comput. Biol. Medicine, 2018)

Measuring Complexity of Biomedical Signals. - Gastón Schlotthauer; Anne Humeau-Heurtier; Javier Escudero; Hugo Leonardo Rufiner (Complex., 2018)

Centered and Averaged Fuzzy Entropy to Improve Fuzzy Entropy Precision. - Jean-Marc Girault; Anne Humeau-Heurtier (Entropy, 2018)

Evaluation of Systems' Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines. - Anne Humeau-Heurtier (Entropy, 2018)

Two-dimensional multiscale entropy analysis: Applications to image texture evaluation. - Luiz Eduardo Virgilio da Silva; Juliano Jinzenji Duque; Joaquim Cezar Felipe; Luiz Otávio Murta; Anne Humeau-Heurtier (Signal Process., 2018)

Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things. - Anne Humeau-Heurtier; Shuenn-Yuh Lee; Y.-H. Liu; Mariofanna G. Milanova; Luiz Eduardo Virgilio da Silva (IEEE Trans. Biomed. Circuits Syst., 2018)

Time-Varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis. - Marcelo Alejandro Colominas; Mohamad El Sayed Hussein Jomaa; Nisrine Jrad; Anne Humeau-Heurtier; Patrick Van Bogaert (IEEE Trans. Biomed. Eng., 2018)

Bidimensional Fuzzy Entropy: Principle Analysis and Biomedical Applications. - Mirvana Hilal; Anne Humeau-Heurtier (EMBC, 2019)

A Novel Multiscale Cross-Entropy Method Applied to Navigation Data Acquired with a Bike Simulator. - Antoine Jamin; Guillaume Duval; Cédric Annweiler; Pierre Abraham; Anne Humeau-Heurtier (EMBC, 2019)

A New Mutual Information Measure to Estimate Functional Connectivity: Preliminary Study. - Mohamad El Sayed Hussein Jomaa; Marcelo Alejandro Colominas; Nisrine Jrad; Patrick Van Bogaert; Anne Humeau-Heurtier (EMBC, 2019)

Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison. - Hamed Azami; Peng Li 002; Steven E. Arnold; Javier Escudero; Anne Humeau-Heurtier (IEEE Access, 2019)

Texture Feature Extraction Methods: A Survey. - Anne Humeau-Heurtier (IEEE Access, 2019)

Multivariate improved weighted multiscale permutation entropy and its application on EEG data. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Navah Ester Kadish; Natia Japaridze; Michael Siniatchkin; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2019)

Two-dimensional dispersion entropy: An information-theoretic method for irregularity analysis of images. - Hamed Azami; Luiz Eduardo Virgilio da Silva; Ana Carolina Mieko Omoto; Anne Humeau-Heurtier (Signal Process. Image Commun., 2019)

Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity. - Marcelo Alejandro Colominas; Vincent Wens; Alison Mary; Nicolas Coquelet; Mohamad El Sayed Hussein Jomaa; Nisrine Jrad; Anne Humeau-Heurtier; Patrick Van Bogaert (IEEE J. Biomed. Health Informatics, 2019)

Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator. - Antoine Jamin; Guillaume Duval; Cédric Annweiler; Pierre Abraham; Anne Humeau-Heurtier (IPTA, 2020)

Multiscale Entropy Approaches and Their Applications. - Anne Humeau-Heurtier (Entropy, 2020)

(Multiscale) Cross-Entropy Methods: A Review. - Antoine Jamin; Anne Humeau-Heurtier (Entropy, 2020)

Bidimensional Multiscale Fuzzy Entropy and Its Application to Pseudoxanthoma Elasticum. - Mirvana Hilal; Clémence Berthin; Ludovic Martin; Hamed Azami; Anne Humeau-Heurtier (IEEE Trans. Biomed. Eng., 2020)

Evaluation of COVID-19 chest computed tomography: A texture analysis based on three-dimensional entropy. - Andreia S. Gaudêncio; Pedro G. Vaz; Mirvana Hilal; Guillaume Mahé; Mathieu Lederlin; Anne Humeau-Heurtier; João M. R. Cardoso (Biomed. Signal Process. Control., 2021)

Multiscale Entropy Analysis of Short Signals: The Robustness of Fuzzy Entropy-Based Variants Compared to Full-Length Long Signals. - Airton Borin; Anne Humeau-Heurtier; Luiz Eduardo Virgilio da Silva; Luiz Murta (Entropy, 2021)

Parameter Analysis of Multiscale Two-Dimensional Fuzzy and Dispersion Entropy Measures Using Machine Learning Classification. - Ryan Furlong; Mirvana Hilal; Vincent O'Brien; Anne Humeau-Heurtier (Entropy, 2021)

Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures. - Antoine Jamin; Guillaume Duval; Cédric Annweiler; Pierre Abraham; Anne Humeau-Heurtier (Medical Biol. Eng. Comput., 2021)

Multiscale permutation entropy for two-dimensional patterns. - Cristina Morel; Anne Humeau-Heurtier (Pattern Recognit. Lett., 2021)

Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis. - Andreia S. Gaudêncio; Pedro G. Vaz; Mirvana Hilal; João M. R. Cardoso; Guillaume Mahé; Mathieu Lederlin; Anne Humeau-Heurtier (IEEE J. Biomed. Health Informatics, 2021)

Wavelet transformation approaches for prediction of atrial fibrillation. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (EUSIPCO, 2022)

Color Texture Analysis: A Survey. - Anne Humeau-Heurtier (IEEE Access, 2022)

Re-Ordering of Hadamard Matrix Using Fourier Transform and Gray-Level Co-Occurrence Matrix for Compressive Single-Pixel Imaging in Low Resolution Images. - Pedro G. Vaz; Andreia S. Gaudêncio; Luis F. Requicha Ferreira; Anne Humeau-Heurtier; António Miguel Morgado; João M. R. Cardoso (IEEE Access, 2022)

Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (Comput. Biol. Medicine, 2022)

Three-dimensional dispersion entropy for uterine fibroid texture quantification and post-embolization evaluation. - Delphine Lebret; Andreia S. Gaudêncio; Mirvana Hilal; Sonia Saib; Rakelle Haidar; Michel Nonent; Anne Humeau-Heurtier (Comput. Methods Programs Biomed., 2022)

Colored Texture Analysis Fuzzy Entropy Methods with a Dermoscopic Application. - Mirvana Hilal; Andreia S. Gaudêncio; Pedro G. Vaz; João M. R. Cardoso; Anne Humeau-Heurtier (Entropy, 2022)

Deep Learning and Entropy-Based Texture Features for Color Image Classification. - Emma Lhermitte; Mirvana Hilal; Ryan Furlong; Vincent O'Brien; Anne Humeau-Heurtier (Entropy, 2022)

Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy. - Andreia S. Gaudêncio; Mirvana Hilal; João M. R. Cardoso; Anne Humeau-Heurtier; Pedro G. Vaz (Pattern Recognit. Lett., 2022)

Cross-Site Generalization for Imbalanced Epileptic Classification. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (ICASSP, 2023)

An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2023)

A self-attention model for cross-subject seizure detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (Comput. Biol. Medicine, 2023)

Bidimensional ensemble entropy: Concepts and application to emphysema lung computerized tomography scans. - Andreia S. Gaudêncio; Hamed Azami; João M. R. Cardoso; Pedro G. Vaz; Anne Humeau-Heurtier (Comput. Methods Programs Biomed., 2023)

Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (EUSIPCO, 2024)

A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (EUSIPCO, 2024)

NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data. - Mostafa Rostaghi; Sadegh Rostaghi; Anne Humeau-Heurtier; Tarek K. Rajji; Hamed Azami (Comput. Methods Programs Biomed., 2024)

Deep Clustering for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (IEEE Trans. Biomed. Eng., 2025)

Tuberculosis detection on chest X-rays using two-dimensional multiscale symbolic dynamic entropy. - Andreia S. Gaudêncio; Miguel Carvalho; Pedro G. Vaz; João M. R. Cardoso; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2026)