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Kamalakar Ramineni

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#federated learning Open access Oct 2026

Fuzzy-logic enhanced internet of things model for uncertainty-adaptive medical image segmentation

Deep learning (DL) models for brain tumour segmentation (BTS) typically produce a fixed decision boundary and do not allow the uncertainty they estimate to impact the segmentation decision (SD). This work presents a FUZIONet-Med: A Fuzzy Uncertainty-Adaptive IoT Edge Intelligence Model for Brain Tumor Segmentation in w...

Vijaya Bhaskar Sadu, Rukmani Devi Sethuraman, Kamalakar Ramineni et al. · 0 citations

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