Recent methodological advances in federated learning for healthcare

F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull… - Patterns, 2024 - cell.com
For healthcare datasets, it is often impossible to combine data samples from multiple sites
due to ethical, privacy, or logistical concerns. Federated learning allows for the utilization of …

A Federated Explainable AI Model for Breast Cancer Classification

E Briola, CC Nikolaidis, V Perifanis, N Pavlidis… - European …, 2024 - dl.acm.org
Breast cancer diagnosis is a crucial domain where Explainable Artificial Intelligence (XAI)
integration holds immense importance. Understanding AI model decisions not only …