Edge AI for Industry 5.0 and Healthcare Applications

This book looks at the unique contributions of edge AI for envisaging and implementing sophisticated business solutions for Industry 5.0 and Healthcare 5.0. It explains how Industry 5.0 fine tunes the human-machine connection and leverages tiny, high-performance AI-centric processors in IoT edge devices for real-time application processing. Edge AI is the seamless and spontaneous combination of Edge or Fog computing and AI. It enables acquiring real-time insights, which, in turn, leads to the realization of real-time, people-centric, event-driven, business-critical, process-aware, and knowledge-filled software services and applications. Edge AI for Industry 5.0 and Healthcare 5.0 Applications looks at the unique contributions of Edge AI for developing solutions for Industry 5.0 and Healthcare 5.0. It explains how Industry 5.0 fine tunes the human-machine connection and leverages tiny, high-performance AI-centric processors in IoT edge devices for real-time decision-making and application processing. Focusing on Explainable AI (XAI), the book discusses: The role of XAI in Healthcare 5.0 Best practices, challenges, and opportunities of applying XAI in healthcare setting How to enhance transparency and trust of XAI in Healthcare 5.0 XAI and its methods in predicting healthcare outcomes Other highlights of the book include: 5G communication networks requirements The fusion of IoT, AI, Edge, Cloud, and blockchain Trustworthiness of blockchain technology in healthcare 5.0 and Industry 5.0 The future of trust and the potential of blockchain technology By explaining how Edge AI can transform healthcare and industry, this book empowers researchers and professionals to envisage and implement sophisticated and smart digital solutions.

Pagina's: 320, Editie: Eerste editie, Paperback, Auerbach Publications