Dataset Open Access
BIDMC Heart Rate Dataset (32 seconds window)
Chang Wei Tan;
Christoph Bergmeir;
Francois Petitjean;
Geoffrey I Webb
This dataset is part of the Monash, UEA & UCR time series regression repository. http://timeseriesregression.org/
The goal of this dataset is to estimate heart rate using PPG and ECG data. This dataset contains 7949 time series obtained from the Physionet's BIDMC PPG and Respiration dataset, which was extracted from the much larger MIMIC II waveform database.
Please refer to https://physionet.org/content/bidmc/1.0.0/ for more details
Relevant papers
Pimentel, M.A.F. et al. Towards a Robust Estimation of Respiratory Rate from Pulse Oximeters. IEEE Transactions on Biomedical Engineering, 64(8), pp.1914-1923, 2016. [DOI: 10.1109/TBME.2016.2613124](http://doi.org/10.1109/TBME.2016.2613124).
Citation request
Pimentel, M.A.F. et al. Towards a Robust Estimation of Respiratory Rate from Pulse Oximeters. IEEE Transactions on Biomedical Engineering, 64(8), pp.1914-1923, 2016. [DOI: 10.1109/TBME.2016.2613124](http://doi.org/10.1109/TBME.2016.2613124).
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.
| Name | Size | |
|---|---|---|
|
BIDMC32HR_TEST.ts
md5:aa74c0a2ea1fb4090c5901ce9976ccbf |
206.2 MB | Download |
|
BIDMC32HR_TRAIN.ts
md5:9d5e5c84fee1287f0d49b7b1c41665f0 |
475.6 MB | Download |
| All versions | This version | |
|---|---|---|
| Views | 643 | 547 |
| Downloads | 416 | 239 |
| Data volume | 141.5 GB | 78.6 GB |
| Unique views | 570 | 503 |
| Unique downloads | 218 | 132 |
- Publication date:
- June 21, 2020
- DOI:
-
- Keyword(s):
- time series regression
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International