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Trustworthy intelligent rooms: integrating blockchain, federated learning, and data-centric AI for healthcare 4.0

IntroductionIntelligent room systems are experiencing a surge in demand within the Healthcare 4.0 ecosystem. The integration of Federated Learning (FL) and Data-Centric AI has led to substantial enhancements in the predictive capabilities of machine learning models while maintaining data privacy. Ho...

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Principais autores: Ramesh Kumar Veerapaneni, Radhakrishnan Delhibabu
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2026-04-01
coleção:Frontiers in Digital Health
Assuntos:
ambient intelligence
blockchain
data-centric AI
federated learning
healthcare 4.0
trustworthy AI
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fdgth.2026.1758304/full
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