Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability

Andrea Protani, Riccardo Taiello, Marc Molina Van Den Bosch +1

Deep learning models for brain tumor analysis require large and diverse datasets that are often siloed across healthcare institutions due to privacy regulations. We present a feder…