Artificial Intelligence for Information Management: A Healthcare Perspective by K. G. Srinivasa 9789811604157 9811604150

Artificial Intelligence for Information Management: A Healthcare Perspective (Studies in Big Data, 88) K. G. Srinivasa – Ebook Instant Download/Delivery ISBN(s): 9789811604140,9811604142, 9789811604157, 9811604150

Product details:

• ISBN 10: 9811604150
• ISBN 13: 9789811604157
• Author: K. G. Srinivasa

This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The edited book is divided into four parts – part A discusses introduction to artificial intelligence and machine learning in healthcare; part B highlights different analytical techniques used in healthcare; part C provides various security and privacy mechanisms used in healthcare; and finally, part D exemplifies different tools used in visualization and data analytics.

Table contents:

Part I. Introduction to Artificial Intelligence and Machine Learning in Healthcare
Introduction to Healthcare Information Management and Machine Learning
Introduction to Artificial Intelligence
Healthcare Data Analytics Using Artificial Intelligence
Data Collection and Processing in Health Care
Part II. Healthcare Analytics
Sensor Data Analytics for Health Care
Social Media Analytics for Health Care
Multi-modal Data-Driven Analytics for Health Care
Part III. Security, Privacy and Visualization
Security and Privacy Issues in Health Care
Healthcare Data Visualization
Data Science Tools and Techniques for Healthcare Applications
Part IV. Applications in Health Data Analytics
Management of Dementia Through Self-help and Assistive Technologies
Classification and Prediction of Leukemia Using Gene Expression Profile
Estimation of Basic Reproduction Number and Herd Immunity for COVID-19 in India
Artificial Intelligence in Medicine: Diabetes as a Model
Smart Healthcare: Using IoT and Machine Learning-Based Analytics

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