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. <br><b>This dataset is a benchmark and should not be used to train or tune an algorithm as it may bias the performance results.</b> For training use the inVivo dataset.

CapnoBase基准数据集（CapnoBase benchmark dataset）包含44个场景，其录制方式与体内数据集（in-vivo dataset）完全一致。该数据集涵盖了麻醉过程中极为典型的二氧化碳描记法（capnography）与肺量测定法（spirometry）信号，或是可能出现的患者临床状态。本基准数据集可供研究人员用于测试及对比各类算法。<br><b>本数据集仅作为基准数据集使用，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>如需开展算法训练，请使用体内数据集（inVivo dataset）

搜集汇总

背景与挑战

背景概述

CapnoBase Respiratory Event Benchmark是一个包含44种麻醉场景下典型呼吸事件数据的基准测试集，记录了二氧化碳波形图和肺活量信号，专门用于算法测试比较而非训练用途。