matlab心电图程序代码-ApneaECGAnalysis:该项目包括APNEA-ECG数据库的预处理和用于每段OSA检测的LSTM-RNN

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matlab心电图程序代码基于呼吸暂停-心电图的OSA检测代码 该项目包括用于呼吸暂停ECG的预处理方法和用于每段OSA检测的LSTM-RNN模型。 介绍 如果要使用此程序,应首先下载Apnea-ecg数据库。 在这里,我们提供了一个下载链接,代码为:8fuq。 用法 然后,按照以下步骤操作,您将获得OSA检测模型。 在python中使用matlab函数。 遵循官方文件。 运行preprocessOfApneaECG.mit2Segments.py 。 此python文件将Apnea-ECG数据库转换为每分钟的ECG段,包括训练集(a01-a20,b01-b05,c01-c10)和测试集(x01-x35)。 不要忘记在mit2Segments.py中设置路径信息。 运行preprocessOfApneaECG.preProcessing.py 。 该python文件处理每分钟的ECG片段,包括ECG去噪,从ECG提取RRI,RAMP和EDR信号,在RRI和RAMP上进行平滑和样条插值以及对EDR信号进行下采样。 此外,我们根据RRI将这些细分分为两种:噪声和清晰。 运行produceD

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