Artificial Intelligence and Internet of Things: Applications in Smart Healthcare
- Length: 398 pages
- Edition: 1
- Language: English
- Publisher: CRC Press
- Publication Date: 2021-08-26
- ISBN-10: 0367562944
- ISBN-13: 9780367562946
- Sales Rank: #0 (See Top 100 Books)
This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, security problems, and the latest e-healthcare services findings.
The book also provides case studies and discusses how AI and IoT applications such as wireless devices, sensors, and deep learning could play a major role in assisting patients, doctors, and pharmaceutical staff. It focuses on how to use AI and IoT to keep patients safe and healthy and, at the same time, empower physicians to deliver superlative care.
This book is written for researchers and practitioners working in the information technology, computer science, and medical equipment manufacturing industry for products and services having basic- and high-level AI and IoT applications. The book is also a useful guide for academic researchers and students.
Cover Half Title Series Page Title Page Copyright Page Contents Preface Acknowledgments Editor Biographies PART I Chapter 1: AI Technologies in Health-care Applications Chapter 2: Two-Level Breast Cancer Staging Diagnosis Chapter 3: Breast Cancer Detection and Diagnostic with Convolutional Neural Networks Chapter 4: Automated Medical Image Analysis in Digital Mammography Chapter 5: Precise Segmentation Techniques in Various Medical Images Chapter 6: Lung Cancer Detection and Diagnosis with Deep Learning Models Evaluation Chapter 7: Image-Based Glioblastoma Segmentation—Traditional versus Deep Learning Approaches: Analysis, Comparisons and Future Look Chapter 8: Artificial Intelligence Techniques for Glaucoma Detection Through Retinal Images—State of the Art Chapter 9: Artificial Intelligence in Brain Tumor Detection through MRI Scans—Advancements and Challenges PART II Chapter 10: An Empirical Study of Domain, Design and Security of Remote-Health-Monitoring Cyber-Physical Systems Chapter 11: IoT Security and Privacy Issues—A Game of Catch-Up Chapter 12: Internet of Things for Mitigating Climate Change Impacts on Health Chapter 13: Automated Hybrid Recommender System for Cardiovascular Disease with Applications in Smart Healthcare Chapter 14: Virtual Reality—Robotic Improved Surgical Precision Using AI Techniques Chapter 15: Lung Nodule Detection and Classification using 2D and 3D Convolution Neural Networks (CNNs) Index
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