DataCare: Big Data Analytics Solution for Intelligent Healthcare Management

TitleDataCare: Big Data Analytics Solution for Intelligent Healthcare Management
Publication TypeJournal Article
Year of Publication2018
AuthorsBaldominos Gómez, A., F. de Rada, and Y. Saez
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueSpecial Issue on Big Data and e-Health
Volume4
Number7
Date Published03/2018
Pagination13-20
Abstract

This paper presents DataCare, a solution for intelligent healthcare management. This product is able not only to retrieve and aggregate data from different key performance indicators in healthcare centers, but also to estimate future values for these key performance indicators and, as a result, fire early alerts when undesirable values are about to occur or provide recommendations to improve the quality of service. DataCare’s core processes are built over a free and open-source cross-platform document-oriented database (MongoDB), and Apache Spark, an open-source cluster-computing framework. This architecture ensures high scalability capable of processing very high data volumes coming at fast speed from a large set of sources. This article describes the architecture designed for this project and the results obtained after conducting a pilot in a healthcare center. Useful conclusions have been drawn regarding how key performance indicators change based on different situations, and how they affect patients’ satisfaction.

KeywordsArchitecture, Artificial Intelligence, Big Data, e-health, Managemet Systems
DOI10.9781/ijimai.2017.03.002
URLhttp://www.ijimai.org/journal/sites/default/files/files/2017/03/ijimai_4_7_2_pdf_16566.pdf
AttachmentSize
ijimai_4_7_2.pdf761.69 KB