Comprehensive Polysomnography (CPS) Dataset: A Resource for Sleep-Related Arousal Research

The CPS dataset, assembled at Klinikum Esslingen, Germany, encompasses 113 diagnostic polysomnographic sleep recordings. These recordings include up to 36 raw and 23 derived data channels, alongide 81 types of annotated events for each participant, supplemented by data from various questionnaires. The dataset was collected during 2021-2022 for the medical study "Computer-aided diagnostics of sleep-related arousals on the basis of pulse wave analyses" in a collaborative effort between Klinikum Esslingen, IT-Designers Gruppe and NRI Medizintechnik GmbH, all based in Germany. The dataset may be used for research that is in-line with the original study goals (see more in section "Usage Notes").由德国埃斯林根临床医院（Klinikum Esslingen）构建的CPS数据集，共收录113例诊断用多导睡眠监测记录。每份记录涵盖最多36路原始数据通道与23路衍生数据通道，同时为每位受试者附带81类标注事件，并补充了各类问卷数据。该数据集于2021至2022年间采集，服务于由埃斯林根临床医院、IT-Designers Gruppe与NRI Medizintechnik GmbH三家德国本土机构合作开展的医学研究《基于脉搏波分析的睡眠相关觉醒计算机辅助诊断》。本数据集仅可用于与原始研究目标相符的科研工作，详细使用要求详见"使用说明"章节。

搜集汇总

背景与挑战

背景概述

该数据集是一个综合多导睡眠图资源，包含113份来自德国的诊断性睡眠记录，每份记录具有多达36个原始和23个衍生数据通道，并标注了81种事件类型，辅以问卷数据。它于2021-2022年收集，用于脉搏波分析辅助睡眠相关唤醒诊断的研究，适用于符合原始研究目标的相关科研工作。