Anne Humeau-Heurtier

82 papers Misc 1Journal 59Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Spatio-frequency texture analysis using wavelet increment entropy: Methodology and application to MRI in multiple sclerosis. Inf. Sci. Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier
2026	J	`jnl`	Tuberculosis detection on chest X-rays using two-dimensional multiscale symbolic dynamic entropy. Biomed. Signal Process. Control. Andreia S. Gaudêncio, Miguel Carvalho, Pedro G. Vaz, João M. R. Cardoso, Anne Humeau-Heurtier
2025	—	`conf`	A Multi-View Graph Approach for Morphometry-Aware Semantic Image Segmentation. IPTA Clément Veyer, Patty Coupeau, Anne Humeau-Heurtier, Lucie Hertz-Pannier, Mickaël Dinomais, Jean-Baptiste Fasquel
2025	J	`jnl`	Deep Clustering for Epileptic Seizure Detection. IEEE Trans. Biomed. Eng. Tala Abdallah, Nisrine Jrad, Sally El Hajjar, Fahed Abdallah, Anne Humeau-Heurtier, Eliane El-Howayek, Patrick Van Bogaert
2025	—	`conf`	Multi-View Dispersion Entropy on Graphs: Application to the Detection of Cerebral Palsy After Neonatal Stroke. IPTA Dmytro Polozenko, Clément Veyer, Patty Coupeau, Jean-Baptiste Fasquel, Lucie Hertz-Pannier, Mickaël Dinomais, Anne Humeau-Heurtier
2024	—	`conf`	A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. EUSIPCO Tala Abdallah, Nisrine Jrad, Sally El Hajjar, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2024	J	`jnl`	Bidimensional Increment Entropy for Texture Analysis: Theoretical Validation and Application to Colon Cancer Images. Entropy Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier
2024	—	`conf`	Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. EUSIPCO Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Eliane El-Howayek, Patrick Van Bogaert
2024	J	`jnl`	NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data. Comput. Methods Programs Biomed. Mostafa Rostaghi, Sadegh Rostaghi, Anne Humeau-Heurtier, Tarek K. Rajji, Hamed Azami
2023	J	`jnl`	A self-attention model for cross-subject seizure detection. Comput. Biol. Medicine Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2023	J	`jnl`	An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network. Biomed. Signal Process. Control. Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier
2023	J	`jnl`	Bidimensional ensemble entropy: Concepts and application to emphysema lung computerized tomography scans. Comput. Methods Programs Biomed. Andreia S. Gaudêncio, Hamed Azami, João M. R. Cardoso, Pedro G. Vaz, Anne Humeau-Heurtier
2023	Misc	`conf`	Cross-Site Generalization for Imbalanced Epileptic Classification. ICASSP Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2022	J	`jnl`	Color Texture Analysis: A Survey. IEEE Access Anne Humeau-Heurtier
2022	J	`jnl`	Colored Texture Analysis Fuzzy Entropy Methods with a Dermoscopic Application. Entropy Mirvana Hilal, Andreia S. Gaudêncio, Pedro G. Vaz, João M. R. Cardoso, Anne Humeau-Heurtier
2022	J	`jnl`	Deep Learning and Entropy-Based Texture Features for Color Image Classification. Entropy Emma Lhermitte, Mirvana Hilal, Ryan Furlong, Vincent O'Brien, Anne Humeau-Heurtier
2022	J	`jnl`	Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG. Comput. Biol. Medicine Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier
2022	J	`jnl`	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 Pedro G. Vaz, Andreia S. Gaudêncio, Luis F. Requicha Ferreira, Anne Humeau-Heurtier, António Miguel Morgado, João M. R. Cardoso
2022	J	`jnl`	Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy. Pattern Recognit. Lett. Andreia S. Gaudêncio, Mirvana Hilal, João M. R. Cardoso, Anne Humeau-Heurtier, Pedro G. Vaz
2022	J	`jnl`	Three-dimensional dispersion entropy for uterine fibroid texture quantification and post-embolization evaluation. Comput. Methods Programs Biomed. Delphine Lebret, Andreia S. Gaudêncio, Mirvana Hilal, Sonia Saib, Rakelle Haidar, Michel Nonent, Anne Humeau-Heurtier
2022	—	`conf`	Wavelet transformation approaches for prediction of atrial fibrillation. EUSIPCO Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier
2021	J	`jnl`	Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures. Medical Biol. Eng. Comput. Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier
2021	J	`jnl`	Evaluation of COVID-19 chest computed tomography: A texture analysis based on three-dimensional entropy. Biomed. Signal Process. Control. Andreia S. Gaudêncio, Pedro G. Vaz, Mirvana Hilal, Guillaume Mahé, Mathieu Lederlin, Anne Humeau-Heurtier, João M. R. Cardoso
2021	J	`jnl`	Multiscale Entropy Analysis of Short Signals: The Robustness of Fuzzy Entropy-Based Variants Compared to Full-Length Long Signals. Entropy Airton Borin, Anne Humeau-Heurtier, Luiz Eduardo Virgilio da Silva, Luiz Murta
2021	J	`jnl`	Multiscale permutation entropy for two-dimensional patterns. Pattern Recognit. Lett. Cristina Morel, Anne Humeau-Heurtier
2021	J	`jnl`	Parameter Analysis of Multiscale Two-Dimensional Fuzzy and Dispersion Entropy Measures Using Machine Learning Classification. Entropy Ryan Furlong, Mirvana Hilal, Vincent O'Brien, Anne Humeau-Heurtier
2021	J	`jnl`	Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis. IEEE J. Biomed. Health Informatics Andreia S. Gaudêncio, Pedro G. Vaz, Mirvana Hilal, João M. R. Cardoso, Guillaume Mahé, Mathieu Lederlin, Anne Humeau-Heurtier
2020	J	`jnl`	(Multiscale) Cross-Entropy Methods: A Review. Entropy Antoine Jamin, Anne Humeau-Heurtier
2020	J	`jnl`	Bidimensional Multiscale Fuzzy Entropy and Its Application to Pseudoxanthoma Elasticum. IEEE Trans. Biomed. Eng. Mirvana Hilal, Clémence Berthin, Ludovic Martin, Hamed Azami, Anne Humeau-Heurtier
2020	J	`jnl`	Multiscale Entropy Approaches and Their Applications. Entropy Anne Humeau-Heurtier
2020	—	`conf`	Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator. IPTA Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier
2019	—	`conf`	A New Mutual Information Measure to Estimate Functional Connectivity: Preliminary Study. EMBC Mohamad El Sayed Hussein Jomaa, Marcelo Alejandro Colominas, Nisrine Jrad, Patrick Van Bogaert, Anne Humeau-Heurtier
2019	—	`conf`	A Novel Multiscale Cross-Entropy Method Applied to Navigation Data Acquired with a Bike Simulator. EMBC Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier
2019	—	`conf`	Bidimensional Fuzzy Entropy: Principle Analysis and Biomedical Applications. EMBC Mirvana Hilal, Anne Humeau-Heurtier
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`	Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity. IEEE J. Biomed. Health Informatics Marcelo Alejandro Colominas, Vincent Wens, Alison Mary, Nicolas Coquelet, Mohamad El Sayed Hussein Jomaa, Nisrine Jrad, Anne Humeau-Heurtier, Patrick Van Bogaert
2019	J	`jnl`	Multivariate improved weighted multiscale permutation entropy and its application on EEG data. Biomed. Signal Process. Control. Mohamad El Sayed Hussein Jomaa, Patrick Van Bogaert, Nisrine Jrad, Navah Ester Kadish, Natia Japaridze, Michael Siniatchkin, Marcelo Alejandro Colominas, Anne Humeau-Heurtier
2019	J	`jnl`	Texture Feature Extraction Methods: A Survey. IEEE Access Anne Humeau-Heurtier
2019	J	`jnl`	Two-dimensional dispersion entropy: An information-theoretic method for irregularity analysis of images. Signal Process. Image Commun. Hamed Azami, Luiz Eduardo Virgilio da Silva, Ana Carolina Mieko Omoto, Anne Humeau-Heurtier
2018	—	`conf`	A New Approach to Sample Entropy of Multi-channel Signals: Application to EEG Signals. EUSIPCO Mohamad El Sayed Hussein Jomaa, Patrick Van Bogaert, Nisrine Jrad, Marcelo Alejandro Colominas, Anne Humeau-Heurtier
2018	J	`jnl`	Bi-dimensional multiscale entropy: Relation with discrete Fourier transform and biomedical application. Comput. Biol. Medicine Anne Humeau-Heurtier, Ana Carolina Mieko Omoto, Luiz Eduardo Virgilio da Silva
2018	J	`jnl`	Centered and Averaged Fuzzy Entropy to Improve Fuzzy Entropy Precision. Entropy Jean-Marc Girault, Anne Humeau-Heurtier
2018	J	`jnl`	Evaluation of Systems' Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines. Entropy Anne Humeau-Heurtier
2018	J	`jnl`	Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things. IEEE Trans. Biomed. Circuits Syst. Anne Humeau-Heurtier, Shuenn-Yuh Lee, Y.-H. Liu, Mariofanna G. Milanova, Luiz Eduardo Virgilio da Silva
2018	J	`jnl`	Measuring Complexity of Biomedical Signals. Complex. Gastón Schlotthauer, Anne Humeau-Heurtier, Javier Escudero, Hugo Leonardo Rufiner
2018	J	`jnl`	Time-Varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis. IEEE Trans. Biomed. Eng. Marcelo Alejandro Colominas, Mohamad El Sayed Hussein Jomaa, Nisrine Jrad, Anne Humeau-Heurtier, Patrick Van Bogaert
2018	J	`jnl`	Two-dimensional multiscale entropy analysis: Applications to image texture evaluation. Signal Process. Luiz Eduardo Virgilio da Silva, Juliano Jinzenji Duque, Joaquim Cezar Felipe, Luiz Otávio Murta, Anne Humeau-Heurtier
2017	J	`jnl`	Bi-dimensional variational mode decomposition of laser speckle contrast imaging data: A clinical approach to critical limb ischemia? Comput. Biol. Medicine Anne Humeau-Heurtier, Pierre Abraham, Samir Henni
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	J	`jnl`	Bidimensional unconstrained optimization approach to EMD: An algorithm revealing skin perfusion alterations in pseudoxanthoma elasticum patients. Comput. Methods Programs Biomed. Anne Humeau-Heurtier, Marcelo Alejandro Colominas, Gastón Schlotthauer, Maxime Etienne, Ludovic Martin, Pierre Abraham
2017	—	`conf`	Characterization of Home-Acquired Blood Pressure Time Series Using Multiscale Entropy for Patients Treated Against Kidney Cancer. HealthyIoT Antoine Jamin, Jean-Baptiste Fasquel, Anne Humeau-Heurtier, Pierre Abraham, Georges Leftheriotis, Samir Henni
2017	—	`conf`	Methods for Hemodynamic Parameters Measurement using the Laser Speckle Effect in Macrocirculation. EPS Pedro G. Vaz, Anne Humeau-Heurtier, Edite Figueiras, João M. R. Cardoso
2017	J	`jnl`	Multiscale Poincaré plot analysis of time series from laser speckle contrast imaging data. Biomed. Signal Process. Control. Anne Humeau-Heurtier, Guillaume Mahé, Gilles Hunault, Lydie Gascoin, Pierre Abraham
2017	—	`conf`	Performance Analysis of Spatial Laser Speckle Contrast Implementations. BIOINFORMATICS Pedro G. Vaz, Anne Humeau-Heurtier, Edite Figueiras, Carlos Manuel B. A. Correia, João M. R. Cardoso
2016	J	`jnl`	Multivariate Generalized Multiscale Entropy Analysis. Entropy Anne Humeau-Heurtier
2016	J	`jnl`	Orientation-Independent Empirical Mode Decomposition for Images Based on Unconstrained Optimization. IEEE Trans. Image Process. Marcelo Alejandro Colominas, Anne Humeau-Heurtier, Gastón Schlotthauer
2016	J	`jnl`	Refined Multiscale Hilbert-Huang Spectral Entropy and Its Application to Central and Peripheral Cardiovascular Data. IEEE Trans. Biomed. Eng. Anne Humeau-Heurtier, Chiu-Wen Wu, Shuen-De Wu, Guillaume Mahé, Pierre Abraham
2016	J	`jnl`	Signal and Image Processing of Physiological Data: Methods for Diagnosis and Treatment Purposes. Comput. Math. Methods Medicine Anne Humeau-Heurtier, Edite Figueiras, João M. R. Cardoso
2016	J	`jnl`	Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? Biomed. Signal Process. Control. Pedro Vaz, Tânia Pereira, Edite Figueiras, Carlos Manuel B. A. Correia, Anne Humeau-Heurtier, João M. R. Cardoso
2015	J	`jnl`	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 Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2015	—	`conf`	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. EMBC Anne Humeau-Heurtier, Pauline Marche, Severine Dubois, Guillaume Mahé
2015	J	`jnl`	Multi-Dimensional Complete Ensemble Empirical Mode Decomposition With Adaptive Noise Applied to Laser Speckle Contrast Images. IEEE Trans. Medical Imaging Anne Humeau-Heurtier, Guillaume Mahé, Pierre Abraham
2015	J	`jnl`	Refined Composite Multiscale Permutation Entropy to Overcome Multiscale Permutation Entropy Length Dependence. IEEE Signal Process. Lett. Anne Humeau-Heurtier, Chiu-Wen Wu, Shuen-De Wu
2015	J	`jnl`	The Multiscale Entropy Algorithm and Its Variants: A Review. Entropy Anne Humeau-Heurtier
2014	—	`conf`	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. IPTA Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2014	—	`conf`	Laser Speckle Contrast Images - Processing of Data to Analyze Microvascular Variations in Hand Skin of Healthy Subjects. BIOIMAGING Anne Humeau-Heurtier, Jérémy Dexet, Pierre Abraham, Guillaume Mahé
2014	—	`conf`	Microvascular Blood Flow with Laser Speckle Contrast Imaging: Analysis of Static Scatterers Effect through Modelling and Simulation. EMS Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2014	J	`jnl`	Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects. Entropy Anne Humeau-Heurtier, Mathias Baumert, Guillaume Mahé, Pierre Abraham
2014	—	`conf`	Processing of laser speckle contrast images to analyze the impact of aging on moving blood cells when a Lorentzian velocity profile is assumed. EUSIPCO Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2013	J	`jnl`	Blood Perfusion Values of Laser Speckle Contrast Imaging and Laser Doppler Flowmetry: Is a Direct Comparison Possible? IEEE Trans. Biomed. Eng. Tiziano Binzoni, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2013	J	`jnl`	Complexity quantification of signals from the heart, the macrocirculation and the microcirculation through a multiscale entropy analysis. Biomed. Signal Process. Control. Emmanuelle Guerreschi, Anne Humeau-Heurtier, Guillaume Mahé, Mathieu Collette, Georges Leftheriotis
2013	J	`jnl`	Linguistic Analysis of Laser Speckle Contrast Images Recorded at Rest and During Biological Zero: Comparison With Laser Doppler Flowmetry Data. IEEE Trans. Medical Imaging Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé
2013	J	`jnl`	Multiscale Entropy Study of Medical Laser Speckle Contrast Images. IEEE Trans. Biomed. Eng. Anne Humeau-Heurtier, Guillaume Mahé, Sylvain Durand, Pierre Abraham
2013	J	`jnl`	Relevance of Laser Doppler and Laser Speckle Techniques for Assessing Vascular Function: State of the Art and Future Trends. IEEE Trans. Biomed. Eng. Anne Humeau-Heurtier, Emmanuelle Guerreschi, Pierre Abraham, Guillaume Mahé
2013	J	`jnl`	Self-mixing microprobe for monitoring microvascular perfusion in rat brain. Medical Biol. Eng. Comput. Edite Figueiras, Ricardo Oliveira, Cátia F. Lourenço, Rita Campos, Anne Humeau-Heurtier, Rui M. Barbosa, João Laranjinha, Luis F. Requicha Ferreira, Frits F. M. de Mul
2012	—	`conf`	A New Laser Doppler Flowmeter Prototype for Microcirculation Skin Depth Monitoring - In Vitro Validation and in Vivo Preliminar Results. BIODEVICES Edite Figueiras, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Anne Humeau-Heurtier
2012	J	`jnl`	Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis. Medical Biol. Eng. Comput. Stéphanie Bricq, Guillaume Mahé, David Rousseau, Anne Humeau-Heurtier, François Chapeau-Blondeau, Julio Rojas Varela, Pierre Abraham
2012	J	`jnl`	Clinical use of laser speckle techniques: beyond the sole mapping. Medical Biol. Eng. Comput. Anne Humeau-Heurtier, Pierre Abraham, Sylvain Durand, Georges Leftheriotis, Daniel Henrion, Guillaume Mahé
2012	—	`conf`	Laser Doppler Flowmeters Prototypes Validation using Monte Carlo Simulations. BIOINFORMATICS Edite Figueiras, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Frits F. M. de Mul, Anne Humeau-Heurtier
2012	—	`conf`	Laser Doppler Flowmeters Prototypes: Monte Carlo Simulations Validation Paired with Measurements. BIOSTEC (Selected Papers) Edite Figueiras, Anne Humeau-Heurtier, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Frits F. M. de Mul
2012	J	`jnl`	Laser speckle contrast imaging of the skin: interest in processing the perfusion data. Medical Biol. Eng. Comput. Anne Humeau-Heurtier, Benjamin Buard, Guillaume Mahé, Pierre Abraham
2012	—	`conf`	Study of digital blood pressure and laser Doppler flowmetry signals through a multiscale analysis. EUSIPCO Emmanuelle Guerreschi, Anne Humeau-Heurtier, Stéphanie Bricq, Guillaume Mahé, Georges Leftheriotis