sleepscoring {hdMTD} | R Documentation |
Data with sleeping patterns
Description
The dataset contains 136,925 rows and 7 columns, representing the sleeping patterns of 151 patients over the course of one night, with measurements taken at 30-second intervals. It is a collection of 151 whole-night polysomno-graphic (PSG) sleep recordings (85 Male, 66 Female, mean age of 53.9 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center.
Usage
sleepscoring
Format
A tbl_df object with 136,925 rows representing the sleeping patterns of 151 patients.
- Patient
Identifies the patient.
- Date
Date when the measurements where made.
- Time
Time each measurement was made.
- Recorging.onset
Time, in seconds, since the beginning of the recordings.
- Duration
The duration of each lag between recordings, in seconds.
- SleepStage
The annotated sleeping stage. 'W' refers to wakefulness, 'R' to REM sleep, and 'N1', 'N2', and 'N3' refer to non-REM stages 1, 2, and 3 respectively.
- ConscientLevel
A measurement of the level of consciousness during different sleep stages. 0 indicates Wake, 1 represents REM sleep, and 2, 3, and 4 correspond to N1, N2, and N3 stages respectively.
Source
Alvarez-Estevez, D. & Rijsman, R. M. (2022). Haaglanden Medisch Centrum sleep staging database (version 1.1). PhysioNet. doi:10.13026/t79q-fr32
Alvarez-Estevez, D. & Rijsman, R. M. (2021). Inter-database validation of a deep learning approach for automatic sleep scoring. PLOS ONE, 16(8), 1-27. doi:10.1371/journal.pone.0256111
Goldberger, A. L., Amaral, L. A. N., Glass, L., Hausdorff, J. M., Ivanov, P. C., Mark, R. G., Mietus, J. E., Moody, G. B., Peng, C. K. & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation, 101(23), e215-e220. doi:10.1161/01.CIR.101.23.e215
Examples
data(sleepscoring)