NREM sub-stages.

NIAID Data Ecosystem2026-03-06 收录

睡眠分期

NREM睡眠结构

数据链接：

https://figshare.com/articles/dataset/_NREM_sub_stages_/513562 数据链接链接失效反馈

官方服务：

资源简介：

Tau values (in units of “epochs”) are given as mean with the 95% confidence interval in parentheses.

创建时间：

2010-06-28

Sleep Time Series Data

睡眠分期

神经影像

Simultaneous fMRI and EEG was measured for a total of 73 subjects EEG via a cap (modified BrainCapMR, Easycap, Herrsching, Germany) was recorded continuously during fMRI acquisition (1505 volumes of

NIAID Data Ecosystem40

MrOS three-class sleep staging.

睡眠分期

多模态脑信号分析

Comparison of MAE for clinical sleep metrics for four classifiers against PSG: SLAMSS with activity, HRM, and HRSD inputs (SLAMSS-Act-HR), LSTM with activity, HRM, and HRSD inputs (LSTM-Act-HR), SLAMS

NIAID Data Ecosystem20

MESA four-class sleep staging.

睡眠分期

多导睡眠图分析

Comparison of MAE for clinical sleep metrics for four-class sleep staging using SLAMSS with an inverse-frequency-weighted cross-entropy loss function (SLAMSS-IF) and SLAMSS with a real-world-weighted

NIAID Data Ecosystem10

ear-eeg-fm-benchmark-data

听觉注意力

睡眠分期

该数据集是“Ear-EEG FM Benchmark”的预处理版本，以HDF5格式提供，旨在支持耳-EEG（耳周脑电图）与头皮EEG（脑电图）的基准测试和比较研究。数据集包含两个主要任务：听觉注意检测（AAD）和睡眠阶段分类。对于AAD任务，提供二元分类（左 vs 右）数据，包括头皮EEG变体（saad-eeg.h5）和耳-EEG变体（saad-ear-eeg.h5），分别包含27个和14个通道，

Hugging Face2026-06-04 更新30

Heterogeneous Datasets for TinyUStaging

睡眠分期

EOG眼电图

Nowadays, more and more machine learning models have emerged in the field of sleep staging. However, they have not been widely used in practical situations, which may be due to the non-comprehens

DataCite Commons2022-09-23 更新10

NREM sub-stages.

资源简介：

相关数据集