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Artificial Intelligence and Big Data Analytics for Smart Healthcare
Recent advances in Big Data and AI research for next generation medical research to improve precision medicine practices and medical systems
Miltiadis Lytras (Edited by), Akila Sarirete (Edited by), Anna Visvizi (Edited by), Kwok Tai Chui (Edited by)
9780128220603, Elsevier Science
Paperback, published 22 October 2021
290 pages, Approx. 100 illustrations
23.4 x 19 x 1.9 cm, 0.59 kg
Artificial Intelligence and Big Data Analytics for Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they strive to enhance the value added of healthcare and develop more sustainable healthcare systems. It brings together insights from emerging sophisticated information and communication technologies such as big data analytics, artificial intelligence, machine learning, data science, medical intelligence, and, by dwelling on their current and prospective applications, highlights managerial and policymaking challenges they may generate. The book is split into five sections: big data infrastructure, framework and design for smart healthcare; signal processing techniques for smart healthcare applications; business analytics (descriptive, diagnostic, predictive and prescriptive) for smart healthcare; emerging tools and techniques for smart healthcare; and challenges (security, privacy, and policy) in big data for smart healthcare. The content is carefully developed to be understandable to different members of healthcare chain to leverage collaborations with researchers and industry.
Section 1: Big data infrastructure, framework and design for smart healthcareSection 2: Signal processing techniques for smart healthcare applicationsSection 3: Business analytics (descriptive, diagnostic, predictive and prescriptive) for smart healthcareSection 4: Emerging tools and techniques for smart healthcareSection 5: Challenges (e.g. security, privacy, and policy) in big data for smart healthcare. While in existing books, the focus is on limited areas (sections)Section 6: Appendixes
Subject Areas: Personal & public health [MBNH], Biotechnology industries [KNDH1]
