
Innovation in Health Informatics
A Smart Healthcare Primer
by Miltiadis D. Lytras, Akila Sarirete
Publisher: Academic Press
Book Details
| Print ISBN | 9780128190432 |
| eText ISBN | 9780128190449 |
| Publisher | Academic Press |
| Publishing Year | 2020 |
| Language | English |
Innovation in Health Informatics: A Smart Healthcare Primer examines the technological systems required to establish sustainable, patient-centered healthcare delivery. The volume connects advanced computational methods with the practical implementation of smart healthcare.
Coverage addresses major technical domains including medical data analytics, artificial intelligence, and the Internet of Things, alongside essential policy-making considerations. It also highlights public health analytical tools such as syndromic surveillance based on web data.
Employing a case study-driven approach grounded in real-world systems, this book supports undergraduate and graduate students, clinicians, researchers, and data scientists investigating the intersection of bioinformatics and health informatics.
Table of Contents
Chapter 1: Smart Healthcare: emerging technologies, best practices, and sustainable policies
Chapter 2: Syndromic surveillance using web data: a systematic review
Chapter 3: Natural Language Processing, Sentiment Analysis, and Clinical Analytics
Chapter 4: Clinical decision support for infection control in surgical care
Chapter 5: Human activity recognition using machine learning methods in a smart healthcare environment
Chapter 6: Application of machine learning and image processing for detection of breast cancer
Chapter 7: Toward information preservation in healthcare systems
Chapter 8: Security and privacy solutions for smart healthcare systems
Chapter 9: Cloud-based health monitoring framework using smart sensors and smartphone
Chapter 10: Mobile Partogram—m-Health technology in the promotion of parturient’s health in the delivery room
Chapter 11: Artificial intelligence–assisted detection of diabetic retinopathy on digital fundus images: concepts and applications in the National Health Service
Chapter 12: Virtual reality and sensors for the next generation medical systems
Chapter 13: Portable smart healthcare solution to eye examination for diabetic retinopathy detection at an earlier stage
Chapter 14: Improved nodule detection in chest X-rays using principal component analysis filters
Chapter 15: Characterizing internet of medical things/personal area networks landscape
Chapter 16: Threats to patients’ privacy in smart healthcare environment
Chapter 17: Policy implications for smart healthcare: the international collaboration dimension
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