Alzheimer's MRI

The 'Alzheimer's MRI' dataset is a real-world dataset used to evaluate the performance of privacy-preserving techniques in federated learning, particularly in the context of balancing privacy, fairness, and accuracy.

Papers using Alzheimer's MRI (2)

OptiGradTrust: Byzantine-Robust Federated Learning with Multi-Feature Gradient Analysis and Reinforcement Learning-Based Trust Weighting2025Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI2025