Héloïse de Vareilles

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Visual Learning

Shape Variability

Manifold Learning

Top Venues

SUSI/PIPPI@MICCAI

Publications

Michail Mamalakis, Héloïse de Vareilles, Graham K. Murray, Pietro Lio, John Suckling
The Explanation Necessity for Healthcare AI. CoRR (2024)
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 (2024)
Michail Mamalakis, Héloïse de Vareilles, Atheer AI-Manea, Samantha C. Mitchell, Ingrid Arartz, 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 (2023)
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 (2022)
Héloïse de Vareilles, Zhong Yi 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)