Advanced Healthcare Systems: A Comprehensive Guide to Machine Learning, AI, and IoT in Healthcare

Authored by Rohit Tanwar, this book offers a comprehensive package involving the integration of machine learning, AI, and IoT in healthcare. It serves as a valuable resource for researchers, healthcare professionals, scientists, and technologists.

Machine Learning and AI in IoT for Healthcare Applications

The applications and challenges of machine learning and artificial intelligence in the Internet of Things (IoT) for healthcare applications are thoroughly explored in this book. IoT generates large amounts of data of varying quality; intelligent processing and analysis of this big data are crucial for developing smart IoT applications, thereby making room for machine learning (ML) applications.

The Role of AI in IoT

Artificial intelligence (AI) enables machines to learn from experience, adjust to new inputs, and perform human-like tasks due to its computational tools that can substitute for human intelligence in the performance of certain tasks. Since IoT platforms provide an interface to gather data from various devices, they can easily be integrated into AI/ML systems. The value of AI in this context lies in its ability to quickly process insights from data and automatically identify patterns and detect anomalies in the data that smart sensors and devices generate—information such as temperature, pressure, humidity, air quality, vibration, and sound that can be really helpful for rapid diagnosis.

Audience

This book will be of interest to researchers in artificial intelligence, the Internet of Things, machine learning, as well as information technologists working in the healthcare sector.

Product Details

Published by Wiley on January 28, 2022, this book is available in English. The ISBNs are 9781119768869 and 9781119769286.