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Aiza Mukhtar

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Open access Aug 2026

Decentralized and Explainable Brain Tumor Segmentation: A Blockchain-Secured Federated Learning Approach

Brain tumor segmentation plays an important role in clinical diagnosis, treatment planning, and neuro-oncology assessment using multimodal Magnetic Resonance Imaging (MRI) data. However, conventional centralized deep learning systems often face limitations associated with patient data privacy, secure inter-institutiona...

Aiza Mukhtar, Aamir Ali, Wajiha Farooq et al. · 0 citations

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