Edouard Villain

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Convolutional Neural Networks

Discrimination Ability

Top Venues

Artif. Intell. Medicine

Publications

Giulia Maria Mattia, Edouard Villain, Federico Nemmi, Marie-Véronique Le Lann, Xavier Franceries, Patrice Péran
Investigating the discrimination ability of 3D convolutional neural networks applied to altered brain MRI parametric maps. Artif. Intell. Medicine 153 (2024)
Edouard Villain, Giulia Maria Mattia, Federico Nemmi, Patrice Péran, Xavier Franceries, Marie-Véronique Le Lann
Visual interpretation of CNN decision-making process using Simulated Brain MRI. CBMS (2021)
Giulia Maria Mattia, Edouard Villain, Federico Nemmi, Olivier Rascol, Wassilios G. Meissner, Xavier Franceries, Patrice Péran
Neurodegenerative Traits Detected via 3D CNNs Trained with Simulated Brain MRI: Prediction Supported by Visualization of Discriminant Voxels. BIBM (2021)
Edouard Villain, Herwig Wendt, Adrian Basarab, Denis Kouamé
On Multifractal Tissue Characterization in Ultrasound Imaging. ISBI (2019)
Edouard Villain, Federico Nemmi, Xavier Franceries, Patrice Péran, Marie-Véronique Le Lann
Diagnostic de l'atrophie multi-systématisée par l'utilisation de réseaux de neurones convolutifs multi-modaux à 3 dimensions. RJCIA (2019)