Alain Giron

According to our database, Alain Giron authored at least 28 papers between 1998 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An Inferential Measure of Dependence Between Two Systems Using Bayesian Model Comparison.

Guillaume Marrelec, Alain Giron

IEEE Trans. Syst. Man Cybern. Syst., March, 2025

2024

Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark.

Guillaume Marrelec, Alain Giron

Commun. Stat. Simul. Comput., January, 2024

2023

Inferring the finest pattern of mutual independence from data.

Guillaume Marrelec, Alain Giron

CoRR, 2023

2021

Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models.

Guillaume Marrelec, Alain Giron

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2019

Cumulants of multiinformation density in the case of a multivariate normal distribution.

Guillaume Marrelec, Alain Giron

CoRR, 2019

Automated 3D MRI Aortic Morphometry Demonstrates the Added Value of Volumes as Compared to Diameters.

Thomas Dietenbeck, Sophia Houriez--Gombaud-Saintonge, Umit Gencer, Alain Giron, Gilles Soulat, Élie Mousseaux, Philippe Cluzel, Alban Redheuil, Nadjia Kachenoura

Proceedings of the 46th Computing in Cardiology, 2019

Pressure and Flow Interplay in Aortic Dilation Using 4D Flow Magnetic Resonance Imaging.

Kevin Bouaou, Thomas Dietenbeck, Gilles Soulat, Sophia Houriez--Gombaud-Saintonge, Ioannis Bargiotas, Alain De Cesare, Umit Gencer, Alain Giron, Alban Redheuil, Emilie Bollache, Didier Lucor, Élie Mousseaux, Nadjia Kachenoura

Proceedings of the 46th Computing in Cardiology, 2019

2018

Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain.

Jérôme Lamy, Gilles Soulat, Morgane Evin, Adrian Huber, Alain De Cesare, Alain Giron, Benoit Diebold, Alban Redheuil, Élie Mousseaux, Nadjia Kachenoura

Comput. Biol. Medicine, 2018

3D aortic morphology and stiffness in MRI using semi-automated cylindrical active surface provides optimized description of the vascular effects of aging and hypertension.

Thomas Dietenbeck, Damian Craiem, David Rosenbaum, Alain Giron, Alain De Cesare, Kevin Bouaou, Xavier Girerd, Philippe Cluzel, Alban Redheuil, Nadjia Kachenoura

Comput. Biol. Medicine, 2018

Evaluation of Left Ventricular Diastolic Function Using 4D Flow Magnetic Resonance Imaging.

Sophia Houriez--Gombaud-Saintonge, Emilie Bollache, Gilles Soulat, Youssef Alattar, Jérôme Lamy, Thomas Dietenbeck, Alain De Cesare, Alain Giron, Kevin Bouaou, Umit Gencer, Alban Redheuil, Élie Mousseaux, Yasmina Chenoune, Nadjia Kachenoura

Proceedings of the Computing in Cardiology, 2018

2017

The Differential Meaning of LV and LA Strains in Aortic Valve Stenosis: A Feature Tracking MRI Study.

Jérôme Lamy, Gilles Soulat, Morgane Evin, Khaoula Bouazizi-Verdier, Alain Giron, Alban Redheuil, Élie Mousseaux, Nadjia Kachenoura

Proceedings of the Computing in Cardiology, 2017

Relative Aortic Blood Pressure Using 4D Flow MRI: Associations with Age and Aortic Tapering.

Kevin Bouaou, Ioannis Bargiotas, Damian Craiem, Gilles Soulat, Thomas Dietenbeck, Sophia Houriez--Gombaud-Saintonge, Alain De Cesare, Umit Gencer, Alain Giron, Alban Redheuil, Didier Lucor, Élie Mousseaux, Nadjia Kachenoura

Proceedings of the Computing in Cardiology, 2017

2016

Functional Connectivity's Degenerate View of Brain Computation.

Guillaume Marrelec, Arnaud Messé, Alain Giron, David Rudrauf

PLoS Comput. Biol., 2016

2015

Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study.

Arnaud Messé, David Rudrauf, Alain Giron, Guillaume Marrelec

NeuroImage, 2015

2009

Differential automatic diagnosis between Alzheimer's disease and frontotemporal dementia based on perfusion SPECT images.

Jean-François Horn, Marie Odile Habert, Aurélie Kas, Zoulikha Malek, Philippe Maksud, Lucette Lacomblez, Alain Giron, Bernard Fertil

Artif. Intell. Medicine, 2009

2007

DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data.

Sylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil

IEEE Trans. Neural Networks, 2007

Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification.

Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil

Comput. Stat. Data Anal., 2007

Alzheimer's Disease and Frontotemporal Dementia Differential Automatic Diagnosis Based on Spect Images.

Jean-François Horn, Marie Odile Habert, Alain Giron, Bernard Fertil

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2005

GENSTYLE: exploration and analysis of DNA sequences with genomic signature.

Bernard Fertil, Matthieu Massin, Sylvain Lespinats, Caroline Devic, Philippe Dumee, Alain Giron

Nucleic Acids Res., 2005

2000

Boundary detection of black skin tumors using an adaptive radial-based approach.

Thierry Donadey, Camille Serruys, Alain Giron, Georges Aitken, Jean-Pierre Vignali, Raoul Triller, Bernard Fertil

Proceedings of the Medical Imaging 2000: Image Processing, 2000

Extraction of features from medical images using a modular neural network approach that relies on learning by sample.

Djamel Brahmi, Camille Serruys, Nathalie Cassoux, Alain Giron, Raoul Triller, Phuc Lehoang, Bernard Fertil

Proceedings of the Medical Imaging 2000: Image Processing, 2000

Segmentation of Virus-Infected areas in Retinal Angiograms Using a Learning-by-Sample Approach.

Djamel Brahmi, Camille Serruys, Alain Giron, Bernard Fertil, Nathalie Cassoux, Phuc Lehoang

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Genomic Signature Is Preserved in Short DNA Fragments.

Patrick Deschavanne, Alain Giron, Joseph Vilain, Christine Dufraigne, Bernard Fertil

Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000

A Learning by Sample Approach for the Detection of Features in Medical Images.

Camille Serruys, Djamel Brahmi, Alain Giron, Nathalie Cassoux, Raoul Triller, Phuc Le Huang, Bernard Fertil

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1999

Characterization of skin tumors in dermatoscopic images.

Camille Serruys, Djamel Brahmi, Alain Giron, Joseph Vilain, Raoul Triller, Bernard Fertil

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Quantification of the progression of CMV infection as observed from retinal angiograms in patients with AIDS.

Djamel Brahmi, Nathalie Cassoux, Camille Serruys, Alain Giron, Phuc Lehoang, Bernard Fertil

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Analysis of parametric images derived from genomic sequences using neural network based approaches.

Alain Giron, Joseph Vilain, Camille Serruys, Djamel Brahmi, Patrick Deschavanne, Bernard Fertil

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Evaluation of a Neural Network Classifier for Detection of Microcalcifications and Opacities in Digital Mammograms.

Jacques G. Diahi, Alain Giron, Djamel Brahmi, Christophe Frouge, Bernard Fertil

Proceedings of the Digital Mammography, 1998