abmallick/heart-breath-sleep-stage-dataset

一个用于生理睡眠分析的公共数据集，包含心率和呼吸率信号以及睡眠阶段标签，这些数据是在夜间睡眠期间收集的。每一行代表夜间记录中的一个短时间窗口，包含衍生的心肺特征和相应的睡眠阶段。该数据集专注于心率和呼吸率动态，这些动态与睡眠阶段有很强的相关性，使得非EEG睡眠分期研究、可穿戴和床垫式睡眠监测以及低成本、可扩展的睡眠健康解决方案成为可能。

A public dataset for physiological sleep analysis that contains heart rate and respiratory rate signals alongside sleep stage labels, collected over overnight sleep sessions. Each row represents a short time window from a night recording with derived cardiorespiratory features and the corresponding sleep stage. The dataset focuses on heart rate (HR) and respiratory rate (RR) dynamics, which are known to correlate strongly with sleep stages, enabling non-EEG sleep staging research, wearable and mattress-based sleep monitoring, and low-cost, scalable sleep health solutions.