The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks

1 code implementation • 2 May 2024 • Nairouz Shehata, Carolina Piçarra, Anees Kazi, Ben Glocker

This study highlights the importance of conducting comprehensive model inspection as part of comparative performance analyses.

A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging

1 code implementation • 29 Oct 2022 • Nairouz Shehata, Wulfie Bain, Ben Glocker

Graph neural networks have emerged as a promising approach for the analysis of non-Euclidean data such as meshes.

Classification Data Augmentation