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 (Digital Mammography / IWDM, 1998)

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 (IJCNN, 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 (Image Processing, 1999)

Characterization of skin tumors in dermatoscopic images. - Camille Serruys; Djamel Brahmi; Alain Giron; Joseph Vilain; Raoul Triller; Bernard Fertil (Image Processing, 1999)

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 (ANNIMAB, 2000)

Genomic Signature Is Preserved in Short DNA Fragments. - Patrick Deschavanne; Alain Giron; Joseph Vilain; Christine Dufraigne; Bernard Fertil (BIBE, 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 (IJCNN (1), 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 (Image Processing, 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 (Image Processing, 2000)

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)

Alzheimer's Disease and Frontotemporal Dementia Differential Automatic Diagnosis Based on Spect Images. - Jean-François Horn; Marie Odile Habert; Alain Giron; Bernard Fertil (ISBI, 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)

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)

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)

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)

Functional Connectivity's Degenerate View of Brain Computation. - Guillaume Marrelec; Arnaud Messé; Alain Giron; David Rudrauf (PLoS Comput. Biol., 2016)

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; et al. (CinC, 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 (CinC, 2017)

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; et al. (CinC, 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)

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)

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; et al. (CinC, 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 (CinC, 2019)

Cumulants of multiinformation density in the case of a multivariate normal distribution. - Guillaume Marrelec; Alain Giron (CoRR, 2019)

Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. - Guillaume Marrelec; Alain Giron (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Inferring the finest pattern of mutual independence from data. - Guillaume Marrelec; Alain Giron (CoRR, 2023)

Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark. - Guillaume Marrelec; Alain Giron (Commun. Stat. Simul. Comput., 2024)

An Inferential Measure of Dependence Between Two Systems Using Bayesian Model Comparison. - Guillaume Marrelec; Alain Giron (IEEE Trans. Syst. Man Cybern. Syst., 2025)