Pathological condition detector using kernel methods and oximeters
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United States of America Patent
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Apr 17, 2012
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app pub date -
Sep 29, 2006
filing date -
Sep 29, 2006
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Abstract
A method of manufacturing a pulse oximeter configured to classify patient data is disclosed. The method includes collecting a set of sample data and classifying the sample data as either pathological or normal using human expertise. The method also includes generating statistics representative of the saturation traces. A linear discriminator is composed having a non-linear transform that accepts the statistics as input and a pulse oximeter is programmed to compute the linear discriminator using a kernel function.
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