CapnoBase Respiratory Event Benchmark

The CapnoBase benchmark dataset contains 44 scenarios that were recorded in the same manner as the in-vivo dataset. The scenarios contain very typical capnography and spirometry signals or patient conditions that may arise during anesthesia. The benchmark dataset is used by researchers to test and compare algorithms. This dataset is a benchmark and should not be used to train or tune an algorithm as it may bias the performance results. For training use the inVivo dataset.

CapnoBase基准数据集（CapnoBase benchmark dataset）包含44个场景，其录制方式与在体数据集（in-vivo dataset）完全一致。这些场景涵盖了麻醉过程中可能出现的极具代表性的呼末二氧化碳描记（capnography）信号、肺量计（spirometry）信号，以及典型患者临床状态。该基准数据集可供研究人员开展算法测试与对比研究。需要特别说明的是，本数据集仅作为基准测试用途，不得用于算法的训练与调优，否则可能导致性能评估结果出现偏倚。若需用于算法训练，请使用在体数据集（inVivo dataset）。