10.5281/zenodo.3902676
https://zenodo.org/records/3902676
oai:zenodo.org:3902676
Chang Wei Tan
Chang Wei Tan
0000-0001-8377-3241
Monash University
Christoph Bergmeir
Christoph Bergmeir
0000-0002-3665-9021
Monash University
Francois Petitjean
Francois Petitjean
0000-0001-5334-3574
Monash University
Geoffrey I Webb
Geoffrey I Webb
0000-0001-9963-5169
Monash University
BIDMC Heart Rate Dataset (32 seconds window)
Zenodo
2020
time series
regression
2020-06-21
10.5281/zenodo.3902675
https://zenodo.org/communities/ts_regression
Creative Commons Attribution 4.0 International
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.