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The proposed Edge-Cloud Trusted Intelligence (ECTI) model reduces computing overhead, ensures privacy preservation through multi-level security, and improves network performance in IoT-based healthcare applications compared to existing schemes. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

AI-embedded IoT healthcare optimization with trust-aware mobile edge computing

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