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Predicting the presence of plasma heparin using neural networks to analyze coagulation screening assay optical
T B Givens1, P Braun, T J Fischer
1Organon Teknika Corporation, Durham, NC 27712, USA.
Computers in Biology and Medicine
|November 1, 1996
Abstract:
A method for predicting the presence of heparin from coagulation screening assays is described and data are presented. This method incorporates the use of a multilayer perceptron trained through an error back-propagation algorithm in analyzing clotting optical data profiles. This method may lead to the identification of abnormalities from screening assays that might otherwise go undetected, or require additional testing to isolate.