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2020 – today
- 2024
[j61]Mostafa Rostaghi
, Sadegh Rostaghi, Anne Humeau-Heurtier, Tarek K. Rajji, Hamed Azami:
NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data. Comput. Methods Programs Biomed. 243: 107941 (2024)- [c23]Tala Abdallah, Nisrine Jrad, Sally El Hajjar, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert:
A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. EUSIPCO 2024: 1426-1430 - [c22]Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Eliane El-Howayek, Patrick Van Bogaert:
Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. EUSIPCO 2024: 1571-1575 - 2023
- [j60]Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier:
An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network. Biomed. Signal Process. Control. 82: 104507 (2023) - [j59]Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert:
A self-attention model for cross-subject seizure detection. Comput. Biol. Medicine 165: 107427 (2023) - [j58]Andreia S. Gaudêncio, Hamed Azami, João M. R. Cardoso, Pedro G. Vaz, Anne Humeau-Heurtier:
Bidimensional ensemble entropy: Concepts and application to emphysema lung computerized tomography scans. Comput. Methods Programs Biomed. 242: 107855 (2023) - [c21]Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert:
Cross-Site Generalization for Imbalanced Epileptic Classification. ICASSP 2023: 1-5 - 2022
- [j57]Pedro G. Vaz, Andreia S. Gaudêncio, Luis F. Requicha Ferreira, Anne Humeau-Heurtier, António Miguel Morgado, João M. R. Cardoso:
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 10: 46975-46985 (2022) - [j56]Anne Humeau-Heurtier:
Color Texture Analysis: A Survey. IEEE Access 10: 107993-108003 (2022) - [j55]Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier:
Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG. Comput. Biol. Medicine 142: 105168 (2022) - [j54]Delphine Lebret, Andreia S. Gaudêncio, Mirvana Hilal, Sonia Saib, Rakelle Haidar, Michel Nonent, Anne Humeau-Heurtier:
Three-dimensional dispersion entropy for uterine fibroid texture quantification and post-embolization evaluation. Comput. Methods Programs Biomed. 215: 106605 (2022) - [j53]Mirvana Hilal, Andreia S. Gaudêncio, Pedro G. Vaz, João M. R. Cardoso, Anne Humeau-Heurtier:
Colored Texture Analysis Fuzzy Entropy Methods with a Dermoscopic Application. Entropy 24(6): 831 (2022) - [j52]Emma Lhermitte, Mirvana Hilal, Ryan Furlong, Vincent O'Brien, Anne Humeau-Heurtier:
Deep Learning and Entropy-Based Texture Features for Color Image Classification. Entropy 24(11): 1577 (2022) - [j51]Andreia S. Gaudêncio, Mirvana Hilal, João M. R. Cardoso, Anne Humeau-Heurtier, Pedro G. Vaz:
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy. Pattern Recognit. Lett. 159: 150-156 (2022) - [c20]Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier:
Wavelet transformation approaches for prediction of atrial fibrillation. EUSIPCO 2022: 1188-1192 - 2021
- [j50]Andreia S. Gaudêncio, Pedro G. Vaz, Mirvana Hilal, Guillaume Mahé, Mathieu Lederlin, Anne Humeau-Heurtier, João M. R. Cardoso:
Evaluation of COVID-19 chest computed tomography: A texture analysis based on three-dimensional entropy. Biomed. Signal Process. Control. 68: 102582 (2021) - [j49]Ryan Furlong, Mirvana Hilal, Vincent O'Brien, Anne Humeau-Heurtier:
Parameter Analysis of Multiscale Two-Dimensional Fuzzy and Dispersion Entropy Measures Using Machine Learning Classification. Entropy 23(10): 1303 (2021) - [j48]Airton Borin, Anne Humeau-Heurtier, Luiz Eduardo Virgilio da Silva, Luiz Murta:
Multiscale Entropy Analysis of Short Signals: The Robustness of Fuzzy Entropy-Based Variants Compared to Full-Length Long Signals. Entropy 23(12): 1620 (2021) - [j47]Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier:
Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures. Medical Biol. Eng. Comput. 59(7-8): 13-22 (2021) - [j46]Cristina Morel, Anne Humeau-Heurtier:
Multiscale permutation entropy for two-dimensional patterns. Pattern Recognit. Lett. 150: 139-146 (2021) - [j45]Andreia S. Gaudêncio, Pedro G. Vaz, Mirvana Hilal, João M. R. Cardoso, Guillaume Mahé, Mathieu Lederlin, Anne Humeau-Heurtier:
Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis. IEEE J. Biomed. Health Informatics 25(1): 100-107 (2021) - 2020
- [j44]Antoine Jamin, Anne Humeau-Heurtier:
(Multiscale) Cross-Entropy Methods: A Review. Entropy 22(1): 45 (2020) - [j43]Anne Humeau-Heurtier:
Multiscale Entropy Approaches and Their Applications. Entropy 22(6): 644 (2020) - [j42]Mirvana Hilal, Clémence Berthin, Ludovic Martin, Hamed Azami, Anne Humeau-Heurtier:
Bidimensional Multiscale Fuzzy Entropy and Its Application to Pseudoxanthoma Elasticum. IEEE Trans. Biomed. Eng. 67(7): 2015-2022 (2020) - [c19]Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier:
Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator. IPTA 2020: 1-6
2010 – 2019
- 2019
- [j41]Anne Humeau-Heurtier:
Texture Feature Extraction Methods: A Survey. IEEE Access 7: 8975-9000 (2019) - [j40]Hamed Azami, Peng Li, Steven E. Arnold, Javier Escudero, Anne Humeau-Heurtier:
Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison. IEEE Access 7: 104833-104847 (2019) - [j39]Mohamad El Sayed Hussein Jomaa, Patrick Van Bogaert, Nisrine Jrad, Navah Ester Kadish, Natia Japaridze, Michael Siniatchkin, Marcelo Alejandro Colominas, Anne Humeau-Heurtier:
Multivariate improved weighted multiscale permutation entropy and its application on EEG data. Biomed. Signal Process. Control. 52: 420-428 (2019) - [j38]Hamed Azami, Luiz Eduardo Virgilio da Silva, Ana Carolina Mieko Omoto, Anne Humeau-Heurtier:
Two-dimensional dispersion entropy: An information-theoretic method for irregularity analysis of images. Signal Process. Image Commun. 75: 178-187 (2019) - [j37]Marcelo Alejandro Colominas, Vincent Wens, Alison Mary, Nicolas Coquelet, Mohamad El Sayed Hussein Jomaa, Nisrine Jrad, Anne Humeau-Heurtier, Patrick Van Bogaert:
Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity. IEEE J. Biomed. Health Informatics 23(6): 2428-2434 (2019) - [c18]Mohamad El Sayed Hussein Jomaa, Marcelo Alejandro Colominas, Nisrine Jrad, Patrick Van Bogaert, Anne Humeau-Heurtier:
A New Mutual Information Measure to Estimate Functional Connectivity: Preliminary Study. EMBC 2019: 640-643 - [c17]Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier:
A Novel Multiscale Cross-Entropy Method Applied to Navigation Data Acquired with a Bike Simulator. EMBC 2019: 733-736 - [c16]Mirvana Hilal, Anne Humeau-Heurtier:
Bidimensional Fuzzy Entropy: Principle Analysis and Biomedical Applications. EMBC 2019: 4811-4814 - 2018
- [j36]Anne Humeau-Heurtier, Ana Carolina Mieko Omoto, Luiz Eduardo Virgilio da Silva:
Bi-dimensional multiscale entropy: Relation with discrete Fourier transform and biomedical application. Comput. Biol. Medicine 100: 36-40 (2018) - [j35]Gastón Schlotthauer, Anne Humeau-Heurtier, Javier Escudero, Hugo Leonardo Rufiner:
Measuring Complexity of Biomedical Signals. Complex. 2018: 5408254:1-5408254:3 (2018) - [j34]Jean-Marc Girault, Anne Humeau-Heurtier:
Centered and Averaged Fuzzy Entropy to Improve Fuzzy Entropy Precision. Entropy 20(4): 287 (2018) - [j33]Anne Humeau-Heurtier:
Evaluation of Systems' Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines. Entropy 20(10): 794 (2018) - [j32]Luiz Eduardo Virgilio da Silva, Juliano Jinzenji Duque, Joaquim Cezar Felipe, Luiz Otávio Murta, Anne Humeau-Heurtier:
Two-dimensional multiscale entropy analysis: Applications to image texture evaluation. Signal Process. 147: 224-232 (2018) - [j31]Anne Humeau-Heurtier, Shuenn-Yuh Lee, Y.-H. Liu, Mariofanna G. Milanova, Luiz Eduardo Virgilio da Silva:
Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things. IEEE Trans. Biomed. Circuits Syst. 12(4): 725-728 (2018) - [j30]Marcelo Alejandro Colominas, Mohamad El Sayed Hussein Jomaa, Nisrine Jrad, Anne Humeau-Heurtier, Patrick Van Bogaert:
Time-Varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis. IEEE Trans. Biomed. Eng. 65(8): 1681-1688 (2018) - [c15]Mohamad El Sayed Hussein Jomaa, Patrick Van Bogaert, Nisrine Jrad, Marcelo Alejandro Colominas, Anne Humeau-Heurtier:
A New Approach to Sample Entropy of Multi-channel Signals: Application to EEG Signals. EUSIPCO 2018: 1945-1949 - 2017
- [j29]Anne Humeau-Heurtier, Guillaume Mahé, Gilles Hunault, Lydie Gascoin, Pierre Abraham:
Multiscale Poincaré plot analysis of time series from laser speckle contrast imaging data. Biomed. Signal Process. Control. 38: 361-369 (2017) - [j28]Anne Humeau-Heurtier, Pierre Abraham, Samir Henni:
Bi-dimensional variational mode decomposition of laser speckle contrast imaging data: A clinical approach to critical limb ischemia? Comput. Biol. Medicine 86: 107-112 (2017) - [j27]Anne Humeau-Heurtier, Marcelo Alejandro Colominas, Gastón Schlotthauer, Maxime Etienne, Ludovic Martin, Pierre Abraham:
Bidimensional unconstrained optimization approach to EMD: An algorithm revealing skin perfusion alterations in pseudoxanthoma elasticum patients. Comput. Methods Programs Biomed. 140: 233-239 (2017) - [j26]Hamed Azami, Javier Escudero, Anne Humeau-Heurtier:
Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures. IEEE Signal Process. Lett. 24(9): 1338-1342 (2017) - [c14]Pedro G. Vaz, Anne Humeau-Heurtier, Edite Figueiras, Carlos Manuel B. A. Correia, João M. R. Cardoso:
Performance Analysis of Spatial Laser Speckle Contrast Implementations. BIOINFORMATICS 2017: 148-153 - [c13]Pedro G. Vaz, Anne Humeau-Heurtier, Edite Figueiras, João M. R. Cardoso:
Methods for Hemodynamic Parameters Measurement using the Laser Speckle Effect in Macrocirculation. EPS 2017 - [c12]Antoine Jamin, Jean-Baptiste Fasquel, Anne Humeau-Heurtier, Pierre Abraham, Georges Leftheriotis, Samir Henni:
Characterization of Home-Acquired Blood Pressure Time Series Using Multiscale Entropy for Patients Treated Against Kidney Cancer. HealthyIoT 2017: 42-47 - 2016
- [j25]Pedro Vaz, Tânia Pereira, Edite Figueiras, Carlos Manuel B. A. Correia, Anne Humeau-Heurtier, João M. R. Cardoso:
Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? Biomed. Signal Process. Control. 25: 188-195 (2016) - [j24]Anne Humeau-Heurtier, Edite Figueiras, João M. R. Cardoso:
Signal and Image Processing of Physiological Data: Methods for Diagnosis and Treatment Purposes. Comput. Math. Methods Medicine 2016: 1054605:1-1054605:2 (2016) - [j23]Anne Humeau-Heurtier:
Multivariate Generalized Multiscale Entropy Analysis. Entropy 18(11): 411 (2016) - [j22]Anne Humeau-Heurtier, Chiu-Wen Wu, Shuen-De Wu, Guillaume Mahé, Pierre Abraham:
Refined Multiscale Hilbert-Huang Spectral Entropy and Its Application to Central and Peripheral Cardiovascular Data. IEEE Trans. Biomed. Eng. 63(11): 2405-2415 (2016) - [j21]Marcelo Alejandro Colominas, Anne Humeau-Heurtier, Gastón Schlotthauer:
Orientation-Independent Empirical Mode Decomposition for Images Based on Unconstrained Optimization. IEEE Trans. Image Process. 25(5): 2288-2297 (2016) - 2015
- [j20]Anne Humeau-Heurtier:
The Multiscale Entropy Algorithm and Its Variants: A Review. Entropy 17(5): 3110-3123 (2015) - [j19]Anne Humeau-Heurtier, Chiu-Wen Wu, Shuen-De Wu:
Refined Composite Multiscale Permutation Entropy to Overcome Multiscale Permutation Entropy Length Dependence. IEEE Signal Process. Lett. 22(12): 2364-2367 (2015) - [j18]Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
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 34(2): 618-627 (2015) - [j17]Anne Humeau-Heurtier, Guillaume Mahé, Pierre Abraham:
Multi-Dimensional Complete Ensemble Empirical Mode Decomposition With Adaptive Noise Applied to Laser Speckle Contrast Images. IEEE Trans. Medical Imaging 34(10): 2103-2117 (2015) - [c11]Anne Humeau-Heurtier, Pauline Marche, Severine Dubois, Guillaume Mahé:
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 2015: 7370-7373 - 2014
- [j16]Anne Humeau-Heurtier, Mathias Baumert, Guillaume Mahé, Pierre Abraham:
Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects. Entropy 16(11): 5777-5795 (2014) - [c10]Anne Humeau-Heurtier, Jérémy Dexet, Pierre Abraham, Guillaume Mahé:
Laser Speckle Contrast Images - Processing of Data to Analyze Microvascular Variations in Hand Skin of Healthy Subjects. BIOIMAGING 2014: 55-58 - [c9]Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
Microvascular Blood Flow with Laser Speckle Contrast Imaging: Analysis of Static Scatterers Effect through Modelling and Simulation. EMS 2014: 82-86 - [c8]Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
Processing of laser speckle contrast images to analyze the impact of aging on moving blood cells when a Lorentzian velocity profile is assumed. EUSIPCO 2014: 2035-2039 - [c7]Adil Khalil, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
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 2014: 339-344 - 2013
- [j15]Emmanuelle Guerreschi, Anne Humeau-Heurtier, Guillaume Mahé, Mathieu Collette, Georges Leftheriotis:
Complexity quantification of signals from the heart, the macrocirculation and the microcirculation through a multiscale entropy analysis. Biomed. Signal Process. Control. 8(4): 341-345 (2013) - [j14]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:
Self-mixing microprobe for monitoring microvascular perfusion in rat brain. Medical Biol. Eng. Comput. 51(1-2): 103-112 (2013) - [j13]Anne Humeau-Heurtier, Emmanuelle Guerreschi, Pierre Abraham, Guillaume Mahé:
Relevance of Laser Doppler and Laser Speckle Techniques for Assessing Vascular Function: State of the Art and Future Trends. IEEE Trans. Biomed. Eng. 60(3): 659-666 (2013) - [j12]Anne Humeau-Heurtier, Guillaume Mahé, Sylvain Durand, Pierre Abraham:
Multiscale Entropy Study of Medical Laser Speckle Contrast Images. IEEE Trans. Biomed. Eng. 60(3): 872-879 (2013) - [j11]Tiziano Binzoni, Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
Blood Perfusion Values of Laser Speckle Contrast Imaging and Laser Doppler Flowmetry: Is a Direct Comparison Possible? IEEE Trans. Biomed. Eng. 60(5): 1259-1265 (2013) - [j10]Anne Humeau-Heurtier, Pierre Abraham, Guillaume Mahé:
Linguistic Analysis of Laser Speckle Contrast Images Recorded at Rest and During Biological Zero: Comparison With Laser Doppler Flowmetry Data. IEEE Trans. Medical Imaging 32(12): 2311-2321 (2013) - 2012
- [j9]Anne Humeau-Heurtier, Benjamin Buard, Guillaume Mahé, Pierre Abraham:
Laser speckle contrast imaging of the skin: interest in processing the perfusion data. Medical Biol. Eng. Comput. 50(2): 103-105 (2012) - [j8]Anne Humeau-Heurtier, Pierre Abraham, Sylvain Durand, Georges Leftheriotis, Daniel Henrion, Guillaume Mahé:
Clinical use of laser speckle techniques: beyond the sole mapping. Medical Biol. Eng. Comput. 50(9): 1001-1002 (2012) - [j7]Stéphanie Bricq, Guillaume Mahé, David Rousseau, Anne Humeau-Heurtier, François Chapeau-Blondeau, Julio Rojas Varela, Pierre Abraham:
Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis. Medical Biol. Eng. Comput. 50(10): 1017-1023 (2012) - [c6]Edite Figueiras, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Frits F. M. de Mul, Anne Humeau-Heurtier:
Laser Doppler Flowmeters Prototypes Validation using Monte Carlo Simulations. BIOINFORMATICS 2012: 24-33 - [c5]Edite Figueiras, Anne Humeau-Heurtier, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Frits F. M. de Mul:
Laser Doppler Flowmeters Prototypes: Monte Carlo Simulations Validation Paired with Measurements. BIOSTEC (Selected Papers) 2012: 135-149 - [c4]Edite Figueiras, Rita Campos, Ricardo Oliveira, Luis F. Requicha Ferreira, Anne Humeau-Heurtier:
A New Laser Doppler Flowmeter Prototype for Microcirculation Skin Depth Monitoring - In Vitro Validation and in Vivo Preliminar Results. BIODEVICES 2012: 154-159 - [c3]Emmanuelle Guerreschi, Anne Humeau-Heurtier, Stéphanie Bricq, Guillaume Mahé, Georges Leftheriotis:
Study of digital blood pressure and laser Doppler flowmetry signals through a multiscale analysis. EUSIPCO 2012: 1796-1800 - 2011
- [j6]Mathieu Collette, Alain Lalande, Serge Willoteaux, Georges Leftheriotis, Anne Humeau:
Measurement of the local aortic stiffness by a non-invasive bioelectrical impedance technique. Medical Biol. Eng. Comput. 49(4): 431-439 (2011) - [j5]Anne Humeau, Guillaume Mahé, François Chapeau-Blondeau, David Rousseau, Pierre Abraham:
Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series. IEEE Trans. Biomed. Eng. 58(10): 2970-2973 (2011) - 2010
- [c2]Edite Figueiras, Pierre Abraham, Luis F. Requicha Ferreira, Anne Humeau:
Comparison between Laser Doppler Flowmetry Signals Recorded in Glabrous and Non Glabrous Skin - Time and Frequency Analyses. BIOSIGNALS 2010: 133-138
2000 – 2009
- 2007
- [j4]Anne Humeau, Wiendelt Steenbergen, Henrik Nilsson, Tomas Strömberg:
Laser Doppler perfusion monitoring and imaging: novel approaches. Medical Biol. Eng. Comput. 45(5): 421-435 (2007) - 2006
- [j3]Saïd Assous, Anne Humeau, Maylis Tartas, Pierre Abraham, Jean-Pierre L'Huillier:
S-transform applied to laser Doppler flowmetry reactive hyperemia signals. IEEE Trans. Biomed. Eng. 53(6): 1032-1037 (2006) - [c1]Saïd Assous, Anne Humeau, Jean-Pierre L'Huillier:
S-Transform Time-Frequency Feature Extraction Of Laser Doppler Flowmetry Signal Using Svd Decomposition. ICASSP (3) 2006: 157-160 - 2004
- [j2]Anne Humeau, Lionel Fizanne, Ambroise Garry, Jean-Louis Saumet, Jean-Pierre L'Huillier:
Signal processing methodology to study the cutaneous vasodilator response to a local external pressure application detected by laser Doppler flowmetry. IEEE Trans. Biomed. Eng. 51(1): 190-192 (2004) - 2002
- [j1]Anne Humeau, Audrey Koitka, Jean-Louis Saumet, Jean-Pierre L'Huillier:
Wavelet de-noising of laser Doppler reactive hyperemia signals to diagnose peripheral arterial occlusive diseases. IEEE Trans. Biomed. Eng. 49(11): 1369-1371 (2002)
Coauthor Index
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