Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians

no code implementations • 4 Dec 2023 • Alessandro Farace di Villaforesta, Lucie Charlotte Magister, Pietro Barbiero, Pietro Liò

To address the challenge of the ``black-box" nature of deep learning in medical settings, we combine GCExplainer - an automated concept discovery solution - along with Logic Explained Networks to provide global explanations for Graph Neural Networks.

graph construction Panoptic Segmentation