Haaglanden Medisch Centrum sleep staging database

A collection of 151 whole-night polysomnographic (PSG) sleep recordings (85 Male, 66 Female, mean Age of 53.9 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center. Patient recordings were randomly selected and include a heterogeneous population which was referred for PSG examination on the context of different sleep disorders. The dataset contains electroencephalographic (EEG), electrooculographic (EOG), chin electromyographic (EMG), and electrocardiographic (ECG) activity, as well as event annotations corresponding to scoring of sleep patterns (hypnogram) performed by sleep technicians at HMC. The dataset was collected as part of a study evaluating the generalization performance of an automatic sleep scoring algorithm across multiple heterogeneous datasets.

本数据集汇聚了151份整夜多导睡眠图（PSG）睡眠记录（男性85例，女性66例，平均年龄53.9±15.4岁），这些记录于2018年在荷兰哈格兰登医疗中心（HMC）睡眠中心采集。患者记录随机选取，涉及不同睡眠障碍的异质人群。数据集包含脑电图（EEG）、眼电图（EOG）、颏肌电图（EMG）和心电图（ECG）活动，以及与睡眠模式评分（睡眠图）对应的事件标注，该评分由HMC的睡眠技术人员完成。数据集的收集作为一项研究的一部分，旨在评估自动睡眠评分算法在多个异质数据集上的泛化性能。