Artificial Intelligence and Internet of Things: Applications in Smart Healthcare (Innovations in Big Data and Machine Learning) 1st Edition
by: Lalit Mohan Goyal ，Tanzila Saba，Amjad Rehman，Souad Larabi-Marie-Sainte
Publisher finelybook 出版社: CRC Press; 1st edition (August 26,2021)
Language 语言: English
Print Length 页数: 398 pages
ISBN-10: 0367562944
ISBN-13: 9780367562946
Book Description
By finelybook
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.
Table of contents:
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)
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