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2020 – today
- 2024
[i3]Michail Mamalakis, Héloïse de Vareilles, Shun-Chin Jim Wu, Ingrid Agartz, Lynn Egeland Mørch-Johnsen, Jane R. Garrison, Jon S. Simons, Pietro Lio, John Suckling, Graham K. Murray:
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification. CoRR abs/2405.19204 (2024)- [i2]Michail Mamalakis, Héloïse de Vareilles, Graham K. Murray, Pietro Lio, John Suckling:
The Explanation Necessity for Healthcare AI. CoRR abs/2406.00216 (2024) - 2023
- [i1]Michail Mamalakis
, Héloïse de Vareilles, Atheer AI-Manea, Samantha C. Mitchell, Ingrid Agartz, Lynn Egeland Morch-Johnsen, Jane R. Garrison, Jon S. Simons, Pietro Lio, John Suckling, Graham K. Murray:
A 3D explainability framework to uncover learning patterns and crucial sub-regions in variable sulci recognition. CoRR abs/2309.00903 (2023) - 2022
- [b1]Héloïse de Vareilles:
Folding Dynamics in the Very Preterm Brain: Longitudinal Characterization of Sulcal Shape with Developmental and Functional Implications. (Les dynamiques de plissement dans le cerveau très prématuré: Caractérisation longitudinale de la forme des sillons avec implications développementales et fonctionnelles). University of Paris-Saclay, France, 2022 - [j1]Héloïse de Vareilles, Denis Rivière, Zhong-Yi Sun, Clara Fischer, François Leroy, Sara Neumane, Nusa Stopar, Rian Eijsermans, Marin Ballu, Maria-Luisa Tataranno, Manon Benders, Jean-François Mangin, Jessica Dubois:
Shape variability of the central sulcus in the developing brain: A longitudinal descriptive and predictive study in preterm infants. NeuroImage 251: 118837 (2022)
2010 – 2019
- 2019
- [c1]Héloïse de Vareilles, Zhongyi Sun, Manon J. N. L. Benders, Clara Fischer, François Leroy, Linda S. de Vries, Floris Groenendaal, Denis Rivière, Jessica Dubois, Jean-François Mangin:
A Longitudinal Study of the Evolution of the Central Sulcus' Shape in Preterm Infants Using Manifold Learning. SUSI/PIPPI@MICCAI 2019: 143-152
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