MIT-BIH Polysomnographic Database

The MIT-BIH Polysomnographic Database is a collection of recordings of multiple physiologic signals during sleep. Subjects were monitored in Boston's Beth Israel Hospital Sleep Laboratory for evaluation of chronic obstructive sleep apnea syndrome, and to test the effects of constant positive airway pressure (CPAP), a standard therapeutic intervention that usually prevents or substantially reduces airway obstruction in these subjects.MIT-BIH睡眠多导图数据库（MIT-BIH Polysomnographic Database）是一组睡眠状态下多生理信号记录的集合。所有受试者均于波士顿贝斯以色列医院睡眠实验室接受监测，研究目的包括评估慢性阻塞性睡眠呼吸暂停综合征，并测试持续气道正压通气（CPAP）的治疗效果；该疗法作为标准临床干预手段，通常可预防或显著缓解此类受试者的气道阻塞症状。

搜集汇总

背景与挑战

背景概述

该数据集记录了睡眠期间的多生理信号，主要用于研究慢性阻塞性睡眠呼吸暂停综合征。数据收集于波士顿Beth Israel Hospital睡眠实验室，旨在评估持续气道正压通气（CPAP）的治疗效果。