Dr. Antoine Grigis Profile

Dr. Antoine Grigis

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Publications (2)

SPIE Journal Paper | 2 January 2024

Attention-gated 3D CapsNet for robust hippocampal segmentation

Clement Poiret, Antoine Bouyeure, Sandesh Patil, Cécile Boniteau, Edouard Duchesnay, Antoine Grigis, Frederic Lemaitre, Marion Noulhiane

JMI, Vol. 11, Issue 01, 014003, (January 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.1.014003

KEYWORDS: Image segmentation, 3D modeling, Magnetic resonance imaging, Education and training, Data modeling, Silver, Cross validation, Convolution, Anatomy, Voxels

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Proceedings Article | 3 April 2023 Presentation + Paper

Interpretable automatic detection of incomplete hippocampal inversions using anatomical criteria

Lisa Hemforth, Claire Cury, Vincent Frouin, Sylvane Desrivières, Antoine Grigis, Hugh Garavan, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Luise Poustka, Sarah Hohmann, Sabina Millenet, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Baptiste Couvy-Duchesne, Olivier Colliot

Proceedings Volume 12464, 124640R (2023) https://doi.org/10.1117/12.2651427

KEYWORDS: Anatomy, Magnetic resonance imaging, Psychiatry, Machine learning, Brain, Education and training, Visualization, Neuroscience, Medical research, Brain diseases

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