Héloïse de Vareilles

According to our database, Héloïse de Vareilles authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Explanation Necessity for Healthcare AI.

Michail Mamalakis, Héloïse de Vareilles, Graham K. Murray, Pietro Lio, John Suckling

CoRR, 2024

Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification.

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

CoRR, 2024

2023

A 3D explainability framework to uncover learning patterns and crucial sub-regions in variable sulci recognition.

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

CoRR, 2023

2022

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).

Héloïse de Vareilles

PhD thesis, 2022

Shape variability of the central sulcus in the developing brain: A longitudinal descriptive and predictive study in preterm infants.

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

NeuroImage, 2022

2019

A Longitudinal Study of the Evolution of the Central Sulcus' Shape in Preterm Infants Using Manifold Learning.

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

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019