Comparison of Time Series Methods and Machine Learning Algorithms for Forecasting Taiwan Blood Services Foundation’s Blood Supply

Purpose. The uncertainty in supply and the short shelf life of blood products have led to a substantial outdating of the collected donor blood. On the other hand, hospitals and blood centers experience severe blood shortage due to the very limited donor population. Therefore, the necessity to foreca...

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Bibliographic Details

Published in:	Journal of healthcare engineering Vol. 2019; no. 2019; pp. 1 - 6
Main Authors:	Shih, Han, Rajendran, Suchithra
Format:	Journal Article
Language:	English
Published:	Cairo, Egypt Hindawi Publishing Corporation 2019 Hindawi John Wiley & Sons, Inc
Subjects:	Algorithms Biological products Blood banks Blood donors Case studies Comparative analysis Data mining Inventory control Machine learning Methods Neural networks Taiwan
ISSN:	2040-2295, 2040-2309, 2040-2309
Online Access:	Get full text
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