[图书][B] Healthcare data analytics

CK Reddy, CC Aggarwal - 2015 - books.google.com
Supplying a comprehensive overview of healthcare analytics research, Healthcare Data
Analytics provides an understanding of the analytical techniques currently available to solve …

[图书][B] Analytics in healthcare: a practical introduction

C El Morr, H Ali-Hassan - 2019 - books.google.com
This book offers a practical introduction to healthcare analytics that does not require a
background in data science or statistics. It presents the basics of data, analytics and tools …

[PDF][PDF] An overview of health analytics

W Raghupathi, V Raghupathi - J Health Med Informat, 2013 - pdfs.semanticscholar.org
Objectives: We examine the emerging health analytics field by describing the different health
analytics and providing examples of various applications. Methods: The paper discusses …

[图书][B] Data science for healthcare

S Consoli, DR Recupero, M Petkovic - 2019 - Springer
Healthcare systems around the world are facing vast challenges in responding to trends of
aging population, the rise of chronic diseases, resources constraints, and the growing focus …

[HTML][HTML] Big data and analytics in healthcare: Introduction to the special section

A Kankanhalli, J Hahn, S Tan, G Gao - Information Systems Frontiers, 2016 - Springer
Aging populations and lifestyle changes pose increasing pressures on healthcare systems
around the world. These trends accompanied by the digitization of health and patient data …

[图书][B] Healthcare analytics for quality and performance improvement

TL Strome - 2013 - books.google.com
Improve patient outcomes, lower costs, reduce fraud—all with healthcare analytics
Healthcare Analytics for Quality and Performance Improvement walks your healthcare …

Big data analytics for healthcare

P Raj, A Raman, D Nagaraj, S Duggirala, P Raj… - High-Performance Big …, 2015 - Springer
Healthcare data contributes to a major portion of data that is accumulated in the world. There
is a lot of scope for analytics considering the amount of data that is generated. Experts have …

Medical analytics for healthcare intelligence–Recent advances and future directions

T Chen, E Keravnou-Papailiou, G Antoniou - Artificial Intelligence in …, 2021 - Elsevier
Recent advances in information technology have facilitated the massive collection of big
data in numerous areas, including the healthcare sector. Healthcare data exists in various …

[图书][B] Data analytics

TA Runkler - 2020 - Springer
The information in the world doubles every 20 months. Important data sources are business
and industrial processes, text and structured databases, images and videos, and physical …

Introduction to machine learning in healthcare informatics

P Chowriappa, S Dua, Y Todorov - Machine Learning in Healthcare …, 2013 - Springer
Healthcare informatics, a multi-disciplinary field has become synonymous with the
technological advancements and big data challenges. With the need to reduce healthcare …