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Applying Data Mining Technique for the Optimal Usage of Neonatal Incubator

by Hagar Fady S., Taha El-sayed T., Mervat Mahmoud M.
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 52 - Number 3
Year of Publication: 2012
Authors: Hagar Fady S., Taha El-sayed T., Mervat Mahmoud M.
10.5120/8181-1508

Hagar Fady S., Taha El-sayed T., Mervat Mahmoud M. . Applying Data Mining Technique for the Optimal Usage of Neonatal Incubator. International Journal of Computer Applications. 52, 3 ( August 2012), 11-20. DOI=10.5120/8181-1508

@article{ 10.5120/8181-1508,
author = { Hagar Fady S., Taha El-sayed T., Mervat Mahmoud M. },
title = { Applying Data Mining Technique for the Optimal Usage of Neonatal Incubator },
journal = { International Journal of Computer Applications },
issue_date = { August 2012 },
volume = { 52 },
number = { 3 },
month = { August },
year = { 2012 },
issn = { 0975-8887 },
pages = { 11-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume52/number3/8181-1508/ },
doi = { 10.5120/8181-1508 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:51:19.492838+05:30
%A Hagar Fady S.
%A Taha El-sayed T.
%A Mervat Mahmoud M.
%T Applying Data Mining Technique for the Optimal Usage of Neonatal Incubator
%J International Journal of Computer Applications
%@ 0975-8887
%V 52
%N 3
%P 11-20
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This research aims to provide intelligent tool to predict incubator Length of Stay (LOS) of infants which shall increase the utilization and management of infant incubators. The data sets of Egyptian Neonatal Network (EGNN) were employed and Oracle Data Miner (ODM) tool was used for the analysis and prediction of data. The obtained results indicated that data mining technique is an appropriate and sufficiently sensitive method to predict required LOS of premature and ill infant.

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Index Terms

Computer Science
Information Sciences

Keywords

Length of Stay Data Mining Regression Incubator Premature

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