System and method for processing patient polysomnograph data utilizing multiple neural network processing
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United States of America Patent
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Oct 19, 2004
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app pub date -
Jun 26, 2002
filing date -
Jun 26, 2001
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Abstract
A system and method for processing patient polysomnograph data are provided. An abstractor obtains raw patient polysomnograph data and generates a subset of the data to include selected factors, including data clusters. The subset of the patient polysomnograph data is transferred to two or more neural networks that process the data and generate sleep classification data. An integrator obtains the sleep classification data from the two or more neural networks by integrating the sleep classification data from each neural network. A cumulative sleep stage score is generated including confidence values and accuracy estimations for review.
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