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. This dataset should not be used to train or tune an algorithm as it may bias the performance results.CapnoBase TBME RR基准数据集包含42组8分钟时长的记录数据。除二氧化碳波形（呼末二氧化碳图，capnograms）外，该数据集还提供了来自脉搏血氧仪的光电容积脉搏波（Photoplethysmogram, PPG）数据。数据集附带专家标注的PPG脉搏峰与CO2呼吸波标签。此外，该基准数据集还包含Karlen等人发表于IEEE生物医学工程汇刊（IEEE TBME）的多参数呼吸率计算相关研究的实验结果，可用于直接比对各类算法的性能表现。该基准数据集可供研究人员用于测试与比对算法性能。请注意，本数据集不可用于算法训练或参数调优，否则可能导致性能评估结果出现偏差。