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This book explores the ideas and practices around utilizing IoT integration within the healthcare ecosystem to improve patient diagnosis, monitoring, and treatment, using ML and optimization to develop proactive healthcare systems. A theoretical foundation and experimental case studies relevant to real-world situations are provided.