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A Machine Learning Approach to Predicting the Stability of Inpatient Lab Test Results

A primary focus for reducing waste in healthcare expenditure is identifying and discouraging unnecessary repeat lab tests. A machine learning model which could reliably predict low information lab tests could provide personalized, real-time predictions to discourage over-testing. To this end, we app...

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Podrobná bibliografie
Vydáno v:AMIA Jt Summits Transl Sci Proc
Hlavní autoři: Aikens, Rachael C., Balasubramanian, Santhosh, Chen, Jonathan H.
Médium: Artigo
Jazyk:Inglês
Vydáno: American Medical Informatics Association 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6568078/
https://ncbi.nlm.nih.gov/pubmed/31259006
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