عنوان

Advanced data analytics in health /

شابک

3319779117

شابک

9783319779119

شابک اشتباه

3319779109

شابک اشتباه

9783319779102

عنوان اصلي

Advanced data analytics in health /

نام عام مواد

[Book]

نام نخستين پديدآور

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

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2018]

تاریخ نشرو بخش و غیره

©2018

نام خاص و کميت اثر

1 online resource

عنوان فروست

Smart innovation, systems, and technologies ;

مشخصه جلد

93

متن يادداشت

Includes bibliographical references.

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319779119

عنوان

Advanced data analytics in health.

شماره استاندارد بين المللي کتاب و موسيقي

9783319779102

موضوع مستند نشده

Big data.

موضوع مستند نشده

Medical care-- Data processing.

موضوع مستند نشده

Medical informatics.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Big data.

موضوع مستند نشده

Business mathematics & systems.

موضوع مستند نشده

Health & safety aspects of IT.

موضوع مستند نشده

Medical care-- Data processing.

موضوع مستند نشده

Medical equipment & techniques.

موضوع مستند نشده

Medical informatics.

موضوع مستند نشده

POLITICAL SCIENCE-- Public Policy-- Social Security.

موضوع مستند نشده

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

موضوع مستند نشده

POL-- 019000

موضوع مستند نشده

POL-- 027000

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Giabbanelli, Philippe J.

مستند نام اشخاص تاييد نشده

Mago, Vijay K.

مستند نام اشخاص تاييد نشده

Papageorgiou, Elpiniki I.

تاريخ عمليات

20200823112714.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y