Edouard Villain

According to our database, Edouard Villain authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

Investigating the discrimination ability of 3D convolutional neural networks applied to altered brain MRI parametric maps.

Giulia Maria Mattia, Edouard Villain, Federico Nemmi, Marie-Véronique Le Lann, Xavier Franceries, Patrice Péran

Artif. Intell. Medicine, 2024

2021

Visual interpretation of CNN decision-making process using Simulated Brain MRI.

Edouard Villain, Giulia Maria Mattia, Federico Nemmi, Patrice Péran, Xavier Franceries, Marie-Véronique Le Lann

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Neurodegenerative Traits Detected via 3D CNNs Trained with Simulated Brain MRI: Prediction Supported by Visualization of Discriminant Voxels.

Giulia Maria Mattia, Edouard Villain, Federico Nemmi, Olivier Rascol, Wassilios G. Meissner, Xavier Franceries, Patrice Péran

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

Diagnostic de l'atrophie multi-systématisée par l'utilisation de réseaux de neurones convolutifs multi-modaux à 3 dimensions.

Edouard Villain, Federico Nemmi, Xavier Franceries, Patrice Péran, Marie-Véronique Le Lann

Proceedings of the Actes des 17èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, 2019

On Multifractal Tissue Characterization in Ultrasound Imaging.

Edouard Villain, Herwig Wendt, Adrian Basarab, Denis Kouamé

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019