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Giulia Maria Mattia

6
Documents

Publications

Publications

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

Edouard Villain , Giulia Maria Mattia , Federico Nemmi , Patrice Peran , Xavier Franceries et al.
34th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2021), Jun 2021, Aveiro, Portugal. pp.515-520, ⟨10.1109/CBMS52027.2021.00102⟩
Communication dans un congrès hal-04037117 v1

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 Meissner et al.
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2021, Houston, France. pp.1437-1442, ⟨10.1109/BIBM52615.2021.9669894⟩
Communication dans un congrès hal-04729104 v1