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System and method for processing patient polysomnograph data utilizing multiple neural network processing
System and method for processing patient polysomnograph data utilizing multiple neural network processing
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机译:利用多重神经网络处理来处理患者多导睡眠监测仪数据的系统和方法
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摘要
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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