Advanced Data Analytics in Health

Inbunden, Engelska, 2018

Del 93 i serien Smart Innovation, Systems and Technologies

1 764 kr

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Beskrivning

This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning.

Produktinformation

Utgivningsdatum:2018-05-04
Mått:155 x 235 x 19 mm
Vikt:518 g
Format:Inbunden
Språk:Engelska
Serie:Smart Innovation, Systems and Technologies
Antal sidor:216
Upplaga:18001
Förlag:Springer International Publishing AG
ISBN:9783319779102

Utforska kategorier

Recensioner i media

“Organized and structured in a balanced way, chapters can be read independently based on the reader’s interests. Broad in its coverage with thorough literature reviews in each chapter, the book is a good starting point not only for medical practitioners and policy makers, but also for engineers, data scientists, and scholars interested in developing data-based conclusions in the healthcare domain.” (Mariana Damova, Computing Reviews, December, 2018)

Innehållsförteckning

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.