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Giulia Maria Mattia
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 3
Top Topics
Brain Mri
Convolutional Neural Networks
Discrimination Ability
Pairwise
Top Venues
Artif. Intell. Medicine
CBMS
BIBM
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Publications
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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)