评估下背痛患者的睡眠障碍:便携式仪器的效度
包含50名下背痛患者的多导睡眠监测和便携仪器睡眠记录数据,用于评估便携设备在睡眠障碍评估中的效度。

基本信息
资源简介
评估下背痛患者的睡眠障碍:便携式仪器的效度
【数据集背景】
本数据集源站标题为《Assessing Sleep Disturbance in Low Back Pain: The Validity of Portable Instruments》。配套论文《Assessing Sleep Disturbance in Low Back Pain: The Validity of Portable Instruments》发表于 PLoS ONE(2014),DOI:10.1371/journal.pone.0095824。源站首次发布:2014-04-24。
【数据内容】
源站原始描述:Although portable instruments have been used in the assessment of sleep disturbance for patients with low back pain (LBP), the accuracy of the instruments in detecting sleep/wake episodes for this population is unknown. This study investigated the criterion validity of two portable instruments (Armband and Actiwatch) for assessing sleep disturbance in patients with LBP. 50 patients with LBP performed simultaneous overnight sleep recordings in a university sleep laboratory. All 50 participants we…
【数据结构与技术规格】
文件数 2 个,合计 74.52 KB。Figure_S1.tif:image/tiff,58.64 KB。Table_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.88 KB。数据集 DOI:10.1371/journal.pone.0095824。
【主题与分类】
源站学科分类:Biological Sciences。主题标签:biotechnology、Bioengineering、Medical devices and equipment、physiology、Physiological processes、sleep、Clinical medicine、health care、physiotherapy、neurology。
【适用方向】
时序数据适用于疾病进展预测、生理信号监测与事件发生的时序建模。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/_Assessing_Sleep_Disturbance_in_Low_Back_Pain_The_Validity_of_Portable_Instruments_/1006783
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:M. Alsaadi, Saad; H. McAuley, James; M. Hush, Julia; J. Bartlett, Delwyn; M. McKeough, Zoe; R. Grunstein, Ronald; et al. (2016). Assessing Sleep Disturbance in Low Back Pain: The Validity of Portable Instruments. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-05-31,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Assessing Sleep Disturbance in Low Back Pain: The Validity of Portable Instruments
- DOI:10.1371/journal.pone.0095824
- 发布日期:2014-04-24
- 文件数:2 个
- 文件总体积:74.52 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_Assessing_Sleep_Disturbance_in_Low_Back_Pain_The_Validity_of_Portable_Instruments_/1006783
命令行下载
curl -L -o "Figure_S1.tif" "https://ndownloader.figshare.com/files/1473825"
curl -L -o "Table_S1.docx" "https://ndownloader.figshare.com/files/1473826"
文件清单
Figure_S1.tif(58.64 KB)Table_S1.docx(15.88 KB)
文件总体积 74.52 KB(源站 API 实测)。
数据说明
Although portable instruments have been used in the assessment of sleep disturbance for patients with low back pain (LBP), the accuracy of the instruments in detecting sleep/wake episodes for this population is unknown. This study investigated the criterion validity of two portable instruments (Armband and Actiwatch) for assessing sleep disturbance in patients with LBP. 50 patients with LBP performed simultaneous overnight sleep recordings in a university sleep laboratory. All 50 participants were assessed by Polysomnography (PSG) and the Armband and a subgroup of 33 participants wore an Actiwatch. Criterion validity was determined by calculating epoch-by-epoch agreement, sensitivity, specificity and prevalence and bias- adjusted kappa (PABAK) for sleep versus wake between each instrument and PSG. The relationship between PSG and the two instruments was assessed using intraclass correlation coefficients (ICC 2, 1). The study participants showed symptoms of sub-threshold insomnia (mean ISI = 13.2, 95% CI = 6.36) and poor sleep quality (mean PSQI = 9.20, 95% CI = 4.27). Observed agreement with PSG was 85% and 88% for the Armband and Actiwatch. Sensitivity was 0.90 for both instruments and specificity was 0.54 and 0.67 and PABAK of 0.69 and 0.77 for the Armband and Actiwatch respectively. The ICC (95%CI) was 0.76 (0.61 to 0.86) and 0.80 (0.46 to 0.92) for total sleep time, 0.52 (0.29 to 0.70) and 0.55 (0.14 to 0.77) for sleep efficiency, 0.64 (0.45 to 0.78) and 0.52 (0.23 to 0.73) for wake after sleep onset and 0.13 (−0.15 to 0.39) and 0.33 (−0.05 to 0.63) for sleep onset latency, for the Armband and Actiwatch, respectively. The findings showed that both instruments have varied criterion validity across the sleep parameters from excellent validity for measures of total sleep time, good validity for measures of sleep efficiency and wake after onset to poor validity for sleep onset latency.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0095824(source: https://plos.figshare.com/articles/dataset/_Assessing_Sleep_Disturbance_in_Low_Back_Pain_The_Validity_of_Portable_Instruments_/1006783)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




