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Oussama Othmani

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#federated learning Open access Sep 2026

UAG-MF: Uncertainty-aware generative multimodal fusion for continuous pain estimation in non-verbal patients under clinical occlusions

Official code repository for UAG-MF. Contains training scripts, model implementations, LOSO cross-validation, ablation studies, federated learning simulation, and figure generation code. All results reported in the manuscript are fully reproducible.

Oussama Othmani, Sami Naouali · 0 citations
#federated learning Open access Sep 2026

UAG-MF: Uncertainty-aware generative multimodal fusion for continuous pain estimation in non-verbal patients under clinical occlusions

Official code repository for UAG-MF. Contains training scripts, model implementations, LOSO cross-validation, ablation studies, federated learning simulation, and figure generation code. All results reported in the manuscript are fully reproducible.

Oussama Othmani, Sami Naouali · 0 citations

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