Advanced Data Analytics in Health

This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods i...

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Bibliographic Details
Other Authors: Giabbanelli, Philippe J. (Editor), Mago, Vijay K. (Editor), Papageorgiou, Elpiniki I. (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Smart Innovation, Systems and Technologies
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Dimensionality Reduction for Exploratory Data Analysis in Daily Medical Research
  • Navigating Complex Systems for Policymaking using Simple Software Tools
  • An Agent-based Model of Healthy Eating with Applications to Hypertension
  • Young Adults, Health Insurance Expansions and Hospital Services Utilization
  • The Impact of Patient Incentives on Comprehensive Diabetes Care Services and Medical Expenditures
  • Challenges and Cases of Genomic Data Integration Across Technologies and Biological Scales