A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging. - Nairouz Shehata; Wulfie Bain; Ben Glocker (GeoMedIA, 2022)

The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks. - Nairouz Shehata; Carolina Piçarra; Anees Kazi; Ben Glocker (ISBI, 2024)

Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression. - Nairouz Shehata; Carolina Piçarra; Ben Glocker (CoRR, 2025)