Alain Giron

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 14

Top Topics

Computational Models

Magnetic Resonance Imaging

Feature Tracking

Top Venues

Comput. Biol. Medicine

Publications

Guillaume Marrelec, Alain Giron
Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark. Commun. Stat. Simul. Comput. 53 (1) (2024)
Guillaume Marrelec, Alain Giron
Inferring the finest pattern of mutual independence from data. CoRR (2023)
Guillaume Marrelec, Alain Giron
Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Guillaume Marrelec, Alain Giron
Automated extraction of mutual independence patterns using Bayesian comparison of partition models. CoRR (2020)
Thomas Dietenbeck, Sophia Houriez--Gombaud-Saintonge, Umit Gencer, Alain Giron, Gilles Soulat, Élie Mousseaux, Philippe Cluzel, Alban Redheuil, Nadjia Kachenoura
Automated 3D MRI Aortic Morphometry Demonstrates the Added Value of Volumes as Compared to Diameters. CinC (2019)
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
Pressure and Flow Interplay in Aortic Dilation Using 4D Flow Magnetic Resonance Imaging. CinC (2019)
Guillaume Marrelec, Alain Giron
Cumulants of multiinformation density in the case of a multivariate normal distribution. CoRR (2019)
Thomas Dietenbeck, Damian Craiem, David Rosenbaum, Alain Giron, Alain De Cesare, Kevin Bouaou, Xavier Girerd, Philippe Cluzel, Alban Redheuil, Nadjia Kachenoura
3D aortic morphology and stiffness in MRI using semi-automated cylindrical active surface provides optimized description of the vascular effects of aging and hypertension. Comput. Biol. Medicine 103 (2018)
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
Evaluation of Left Ventricular Diastolic Function Using 4D Flow Magnetic Resonance Imaging. CinC (2018)
Jérôme Lamy, Gilles Soulat, Morgane Evin, Adrian Huber, Alain De Cesare, Alain Giron, Benoit Diebold, Alban Redheuil, Élie Mousseaux, Nadjia Kachenoura
Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain. Comput. Biol. Medicine 92 (2018)
Jérôme Lamy, Gilles Soulat, Morgane Evin, Khaoula Bouazizi-Verdier, Alain Giron, Alban Redheuil, Élie Mousseaux, Nadjia Kachenoura
The Differential Meaning of LV and LA Strains in Aortic Valve Stenosis: A Feature Tracking MRI Study. CinC (2017)
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
Relative Aortic Blood Pressure Using 4D Flow MRI: Associations with Age and Aortic Tapering. CinC (2017)
Guillaume Marrelec, Arnaud Messé, Alain Giron, David Rudrauf
Functional Connectivity's Degenerate View of Brain Computation. PLoS Comput. Biol. 12 (10) (2016)
Arnaud Messé, David Rudrauf, Alain Giron, Guillaume Marrelec
Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study. NeuroImage 111 (2015)
Jean-François Horn, Marie Odile Habert, Aurélie Kas, Zoulikha Malek, Philippe Maksud, Lucette Lacomblez, Alain Giron, Bernard Fertil
Differential automatic diagnosis between Alzheimer's disease and frontotemporal dementia based on perfusion SPECT images. Artif. Intell. Medicine 47 (2) (2009)
Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil
Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification. Comput. Stat. Data Anal. 51 (9) (2007)
Jean-François Horn, Marie Odile Habert, Alain Giron, Bernard Fertil
Alzheimer's Disease and Frontotemporal Dementia Differential Automatic Diagnosis Based on Spect Images. ISBI (2007)
Sylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil
DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data. IEEE Trans. Neural Networks 18 (5) (2007)
Bernard Fertil, Matthieu Massin, Sylvain Lespinats, Caroline Devic, Philippe Dumee, Alain Giron
GENSTYLE: exploration and analysis of DNA sequences with genomic signature. Nucleic Acids Res. 33 (Web-Server-Issue) (2005)
Thierry Donadey, Camille Serruys, Alain Giron, Georges Aitken, Jean-Pierre Vignali, Raoul Triller, Bernard Fertil
Boundary detection of black skin tumors using an adaptive radial-based approach. Medical Imaging: Image Processing (2000)
Camille Serruys, Djamel Brahmi, Alain Giron, Nathalie Cassoux, Raoul Triller, Phuc Le Huang, Bernard Fertil
A Learning by Sample Approach for the Detection of Features in Medical Images. ANNIMAB (2000)
Patrick Deschavanne, Alain Giron, Joseph Vilain, Christine Dufraigne, Bernard Fertil
Genomic Signature Is Preserved in Short DNA Fragments. BIBE (2000)
Djamel Brahmi, Camille Serruys, Alain Giron, Bernard Fertil, Nathalie Cassoux, Phuc Lehoang
Segmentation of Virus-Infected areas in Retinal Angiograms Using a Learning-by-Sample Approach. IJCNN (1) (2000)
Djamel Brahmi, Camille Serruys, Nathalie Cassoux, Alain Giron, Raoul Triller, Phuc Lehoang, Bernard Fertil
Extraction of features from medical images using a modular neural network approach that relies on learning by sample. Medical Imaging: Image Processing (2000)
Djamel Brahmi, Nathalie Cassoux, Camille Serruys, Alain Giron, Phuc Lehoang, Bernard Fertil
Quantification of the progression of CMV infection as observed from retinal angiograms in patients with AIDS. Medical Imaging: Image Processing (1999)
Alain Giron, Joseph Vilain, Camille Serruys, Djamel Brahmi, Patrick Deschavanne, Bernard Fertil
Analysis of parametric images derived from genomic sequences using neural network based approaches. IJCNN (1999)
Camille Serruys, Djamel Brahmi, Alain Giron, Joseph Vilain, Raoul Triller, Bernard Fertil
Characterization of skin tumors in dermatoscopic images. Medical Imaging: Image Processing (1999)
Jacques G. Diahi, Alain Giron, Djamel Brahmi, Christophe Frouge, Bernard Fertil
Evaluation of a Neural Network Classifier for Detection of Microcalcifications and Opacities in Digital Mammograms. Digital Mammography / IWDM (1998)