Giulia Maria Mattia

According to our database, Giulia Maria Mattia authored at least 3 papers between 2021 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