عنوان

Advanced data analytics in health /

(Number (ISBN

3319779117

(Number (ISBN

9783319779119

Erroneous ISBN

3319779109

Erroneous ISBN

9783319779102

Title Proper

Advanced data analytics in health /

General Material Designation

[Book]

First Statement of Responsibility

Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2018]

Date of Publication, Distribution, etc.

©2018

Specific Material Designation and Extent of Item

1 online resource

Series Title

Smart innovation, systems, and technologies ;

Volume Designation

93

Text of Note

Includes bibliographical references.

Text of Note

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.

0

Text of Note

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 include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one "umbrella" the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783319779119

Title

Advanced data analytics in health.

International Standard Book Number

9783319779102

Big data.

Medical care-- Data processing.

Medical informatics.

Artificial intelligence.

Big data.

Business mathematics & systems.

Health & safety aspects of IT.

Medical care-- Data processing.

Medical equipment & techniques.

Medical informatics.

POLITICAL SCIENCE-- Public Policy-- Social Security.

POLITICAL SCIENCE-- Public Policy-- Social Services & Welfare.

POL-- 019000

POL-- 027000

UYQ

Number

Edition

Class number

Giabbanelli, Philippe J.

Mago, Vijay K.

Papageorgiou, Elpiniki I.

Date of Transaction

20200823112714.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y