Héloïse de Vareilles

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

Jean-Francois Mangin, Denis Rivière, Zhong Yi Sun, 2019, SUSI/PIPPI@MICCAI.

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

Héloïse de Vareilles, Michail Mamalakis, Atheer AI-Manea, 2023, ArXiv.

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

Héloïse de Vareilles, D. Rivière, J. Dubois, 2021, NeuroImage.

An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition

Héloïse de Vareilles, Michail Mamalakis, Atheer AI-Manea, 2023, 2309.00903.