327CHB-MIT Scalp EEG Database 218Sleep Heart Health Study PSG Database 209PPG DaLiA是基于PPG的心率估计的公开数据集 1910心理健康数据集 × 帕依提提提温馨提示 该数据集正在整理中,为您准备了其他渠道,请您使用 点击前往新渠道下载 注:部分数据正在处理中,未能直接提供下载,还请大家理解和支持。 暂无相关...
Sleep Heart Health Study database [84]. Pan et al. [85 ], 2012 Sleep staging using central EEG (C3-A2), chin electromyography (EMG), and electrooculogram (EOG) A six state transition-constrained discrete HMM was constructed for sleep staging. Thirteen features were utilized including temporal...
Sleep study evaluation provided variables related to sleep disordered breathing, i.e. a standard AHI calculated for total sleep time (AHI-total) and separately, for sleep in the lateral position (AHI-side). Relevant PSG and clinical variables are presented in Table 1. Table 1 Summary of clinic...
327CHB-MIT Scalp EEG Database 218Sleep Heart Health Study PSG Database 209PPG DaLiA是基于PPG的心率估计的公开数据集 1910心理健康数据集 × 帕依提提提温馨提示 该数据集正在整理中,为您准备了其他渠道,请您使用 点击前往新渠道下载 注:部分数据正在处理中,未能直接提供下载,还请大家理解和支持。 暂无相关...
Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks. Sleep 2019, 42, zsz159. [Google Scholar] [CrossRef] [PubMed] Perslev, M.; Jensen, M.H.; Darkner, S.; Jennum, P.J.; Igel, C. U-Time: A Fully Convolutional Network for Time Series ...
Sleep data acquisition Sensors have been used to study sleep for decades. Traditionally, polysomnography (PSG), paired with clinical evaluation, has been the gold-standard and de-facto technique to study sleep in clinical and laboratory settings, as well as to diagnose a subset of sleep disorders...
Obstructive sleep apnea-hypopnea and incident stroke: the sleep heart health study. Am J Respir Crit Care Med. 2010;182(2):269-277. doi:10.1164/rccm.200911-1746OCPubMedGoogle ScholarCrossref 7. Chung F. Asleep at the controls and a potential problem in flights: is obstructive ...
A new approach to sleep study: does heart tell us a lot? It has been proven that ECG-derived respiration signal is highly correlated with the actual respiration waveforms. Cardiopulmonary coupling (CPC) analysis is derived from an estimation of the coupling between the autonomic and respirator.....
The cyclic alternating pattern (CAP) sleep database was used in this study, which contains PSG recordings from individuals with and without sleep disorders, including insomnia, narcolepsy, PLM, RBD, and NFLE. A wavelet scattering network has been used to extract features from the ECG signals. ...
Sleep Heart Health Study (SHHS) SHHS28 is a multicenter cohort study conducted by the National Heart Lung & Blood Institute (ClinicalTrials.gov Identifier: NCT0000527) to determine the cardiovascular and other consequences of sleep-disordered breathing. Individuals were recruited to undergo a type ...