JOURNAL ARTICLE

Building Cloud-Based Healthcare Data Mining Services

Abstract

The linkage between healthcare service and cloud computing techniques has drawn much attention lately. Up to the present, most works focus on IT system migration and the management of distributed healthcare data rather than taking advantage of information hidden in the data. In this paper, we propose to explore healthcare data via cloud-based healthcare data mining services. Specifically, we propose a cloud-based healthcare data mining framework for healthcare data mining service development. Under such framework, we further develop a cloud-based healthcare data mining service to predict patients future length of stay in hospital.

Keywords:
Cloud computing Health care Computer science Data science Focus (optics) Service (business) Healthcare service Linkage (software) Data mining Business

Metrics

8
Cited By
4.19
FWCI (Field Weighted Citation Impact)
26
Refs
0.95
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
Electronic Health Records Systems
Health Sciences →  Health Professions →  Health Information Management
Data Quality and Management
Social Sciences →  Decision Sciences →  Management Science and Operations Research

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