GM
Giulia Maria Mattia
6
Documents
Publications
Publications
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Deep Learning to Differentiate Parkinsonian Syndromes Using Multimodal Magnetic Resonance Imaging : A Proof‐of‐Concept StudyMovement Disorders, 2025, ⟨10.1002/mds.30300⟩
Article dans une revue
hal-05184793
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Investigating the discrimination ability of 3D convolutional neural networks applied to altered brain MRI parametric mapsArtificial Intelligence in Medicine, 2024, 153, pp.102897. ⟨10.1016/j.artmed.2024.102897⟩
Article dans une revue
hal-04844141
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Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural NetworksNeurocritical Care, 2022, 37 (S2), pp.303-312. ⟨10.1007/s12028-022-01525-z⟩
Article dans une revue
hal-03970344
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Intelligence artificielle et maladies neurologiques : aider le diagnostic et améliorer la compréhension du comportement des réseaux de neurones convolutifsMédecine humaine et pathologie. Université Paul Sabatier - Toulouse III, 2022. Français. ⟨NNT : 2022TOU30282⟩
Thèse
tel-04137721
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Visual interpretation of CNN decision-making process using Simulated Brain MRI34th 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
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Neurodegenerative Traits Detected via 3D CNNs Trained with Simulated Brain MRI: Prediction Supported by Visualization of Discriminant Voxels2021 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
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