JOURNAL ARTICLE

Healthcare Data Analytics

Ivana Ognjanović

Year: 2020 Journal:   Studies in health technology and informatics Vol: 274 Pages: 122-135   Publisher: IOS Press

Abstract

Health analytics is a branch of analysis that focuses on the analysis of complex and large amounts of health data that are characterized by high dimensionality, irregularities and rarities. Their aim is to improve and increase the efficiency of the process of healthcare providers, working with patients, managing costs and resources, improve diagnostic procedures and treatments, etc. The prime focus is investigating historical data and finding templates for different scenarios. As a final product, usually different visualisation tools are produced to support practitioners in patient care to provide better services, and to improve existing procedures.

Keywords:
Analytics Health care Computer science Data science Process (computing) Focus (optics) Visualization Data analysis Product (mathematics) Data mining

Metrics

7
Cited By
1.84
FWCI (Field Weighted Citation Impact)
0
Refs
0.86
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management

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