Sleep-EDF (Sleep-EDF Expanded)

sleep-edf 数据库包含 197 个全夜 PolySomnoGraphic 睡眠记录，包含 EEG、EOG、下巴 EMG 和事件标记。一些记录还包含呼吸和体温。相应的催眠图（睡眠模式）由训练有素的技术人员根据 Rechtschaffen 和 Kales 手册手动评分，并且也可用。数据来自两项研究，简要描述如下，详细参见[1,2]。

The Sleep-EDF Database contains 197 full-night polysomnographic sleep recordings, including EEG, EOG, submental EMG, and event markers. Some recordings also incorporate respiratory and temperature signals. The corresponding hypnograms (sleep staging patterns) were manually scored by well-trained technicians in accordance with the Rechtschaffen & Kales manual, and are also publicly available. The dataset is derived from two studies, which are briefly introduced below; detailed descriptions can be found in [1,2].

搜集汇总

背景与挑战

背景概述

Sleep-EDF数据集是一个用于睡眠阶段检测的公开数据集，包含197个全夜多导睡眠图记录，涵盖EEG、EOG、EMG等生理信号和手动评分的睡眠阶段标签。该数据集大小为8.3GB，适用于图像音频CV数据分析或建模任务，数据来源于莱顿大学发布的两项研究，遵循ODC-BY 1.0许可协议。