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
Corporate Author: SpringerLink (Online service)
Other Authors: Giabbanelli, Philippe J. (Editor), Mago, Vijay K. (Editor), Papageorgiou, Elpiniki I. (Editor)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edition:1st ed. 2018.
Series:Smart Innovation, Systems and Technologies, 93
Subjects:
Computational intelligence.
Artificial intelligence.
Medical informatics.
Quantitative research.
Computational Intelligence.
Artificial Intelligence.
Health Informatics.
Data Analysis and Big Data.
Online Access:Full-text access
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.

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