Open access
Aug 2026
Decentralized and Explainable Brain Tumor Segmentation: A Blockchain-Secured Federated Learning Approach
This study presents a decentralized and privacy-preserving brain tumor segmentation framework that integrates Federated Learning (FL), a blockchain-inspired audit and coordination mechanism, and Explainable Artificial Intelligence (XAI) within a collaborative medical imaging environment.
Aiza Mukhtar, Aamir Ali, Wajiha Farooq et al.
· ICCK Journal of Image Analys... · 0 citations