Select Language



Sleep Apnea Database

Sleep Apnea Database

461 浏览
0 喜欢
2 次下载
0 条讨论
Person,Medical 2D Box

AbstractThis database contains 25 full overnight polysomnograms with simultaneous three-channel Holter ECG, from adult s......

数据结构 ? 757.4M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。


    This database contains 25 full overnight polysomnograms with simultaneous three-channel Holter ECG, from adult subjects with suspected sleep-disordered breathing. A revised version of this database was posted on 1 September 2011.


    Subjects were randomly selected over a 6-month period (September 02 to February 03) from patients referred to the Sleep Disorders Clinic at St Vincent's University Hospital, Dublin, for possible diagnosis of obstructive sleep apnea, central sleep apnea or primary snoring. Subjects had to be above 18 years of age, with no known cardiac disease, autonomic dysfunction, and not on medication known to interfere with heart rate. Twenty-five subjects (21M, 4F) were selected (age: 50 ± 10 years, range 28-68 years; BMI: 31.6 ± 4.0 kg/m², range 25.1-42.5 kg/m²; AHI: 24.1 ± 20.3, range 1.7-90.9). Details are shown in SubjectDetails.xls.)


    Polysomnograms were obtained using the Jaeger-Toennies system (Erich Jaeger GmbH, Germany). Signals recorded were: EEG (C3-A2), EEG (C4-A1), left EOG, right EOG, submental EMG, ECG (modified lead V2), oro-nasal airflow (thermistor), ribcage movements, abdomen movements (uncalibrated strain gauges), oxygen saturation (finger pulse oximeter), snoring (tracheal microphone) and body position. The files named with .rec suffixes contain these signals in EDF format.

    Three-channel Holter ECGs (V5, CC5, V5R) were recorded using a Reynolds Lifecard CF system (Reynolds Medical, UK); the files named with _lifecard.edf suffixes contain these ECG signals in EDF format. The recording dates and times are not available. In record ucddb002, only two distinct ECG signals were recorded; the second ECG signal was also used as the third signal.


    Sleep stages were scored by an experienced sleep technologist according to standard Rechtschaffen and Kales rules (see the _stage.txt files). Annotations/meanings in these files are:

    • 0 - Wake
    • 1 - REM
    • 2 - Stage 1
    • 3 - Stage 2
    • 4 - Stage 3
    • 5 - Stage 4
    • 6 - Artifact
    • 7 - Indeterminate

    onset time and duration of respiratory events (obstructive, central, mixed apneas and hypopneas, and periodic breathing episodes) were annotated by the same sleep technologist (see the _respevt.txt files). Terms used in these files include:

    • 1st column - Time of occurrence (time of day)
    • 2nd column
      • HYP - Hypopnea
      • C - Central
      • O - Obstructive
      • M - Mixed
    • 3rd column - Periodic breathing (PB)/ Cheynes-Stokes (CS)
    • 9th & 10th columns - Bradycardia/ Tachycardia


    These recordings were collected at St. Vincent's University Hospital Sleep Disorders Clinic, under the direction of Prof. Walter McNicholas. Dr. Liam Doherty, Dr. Silke Ryan, and Dr. John Garvey collected and assembled the clinical and demographic information, and Ms. Patricia Boyle was responsible for polysomnogram scoring and annotation. Eric Chua was responsible for de-identification and electronic archiving of records.

    Contact information

    Conor Heneghan, PhD
    School of Electrical, Electronic and Mechanical Engineering
    University College Dublin
    Dublin 4
    Email: conor.heneghan at ucd dot ie

    Technical contact: Eric C.-P. Chua (eric dot chua dot 2 at gmail dot com)

    Please include the standard citation for PhysioNet: (show more options)
    Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220.




    • 分享你的想法


    所需积分:10 去赚积分?
    • 461浏览
    • 2下载
    • 0点赞
    • 收藏
    • 分享