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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Vydané v:	Journal of healthcare engineering Ročník 2019; číslo 2019; s. 1 - 6
Hlavní autori:	Shih, Han, Rajendran, Suchithra
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Cairo, Egypt Hindawi Publishing Corporation 2019 Hindawi John Wiley & Sons, Inc
Predmet:	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
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