CapnoBase IEEE TBME Respiratory Rate Benchmark

The CapnoBase TBME RR benchmark dataset contains 42 cases of 8-min recordings. In addition to the CO2 waveforms (capnograms), these cases have also the Photoplethysmogram (PPG) from pulse oximetry available. Labels from an expert are available for pulse peaks from PPG and breaths from CO2. Also, the benchmark contains the results from the Karlen et al. IEEE TBME paper on multi-parameter RR calculation. This can be used to directly compare algorithm performances. The benchmark dataset is used by researchers to test and compare algorithms. &lt;b&gt;This dataset should not be used to train or tune an algorithm as it may bias the performance results.&lt;/b&gt;CapnoBase TBME RR基准数据集包含42段时长为8分钟的记录样本。除二氧化碳波形（capnograms）外，该数据集还提供了来自脉搏血氧仪的光电容积描记图（Photoplethysmogram，PPG）数据。数据集收录了由专家标注的PPG脉搏峰与CO₂呼吸峰标签。此外，本基准数据集还包含Karlen等人发表于IEEE TBME的多参数呼吸率（RR）计算相关论文的实验结果，可直接用于对比不同算法的性能表现。该基准数据集常被研究者用于测试与对比各类算法。<b>本数据集不得用于算法的训练或调优，否则可能导致性能评估结果出现偏差。</b>