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://tseregression.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.

Files (681.8 MB)
Name Size
BIDMC32HR_TEST.ts
md5:220a9cdf7cba8c0880bdd8a5b9d3bec9
206.2 MB Download
BIDMC32HR_TRAIN.ts
md5:61fb87561f1ff43d08933f8849e14ff5
475.6 MB Download
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