Chang Wei Tan
Christoph Bergmeir
Francois Petitjean
Geoffrey I Webb
2020-06-21
<p>This dataset is part of the Monash, UEA & UCR time series regression repository. <a href="http://timeseriesregression.org/">http://timeseriesregression.org/</a></p>
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The goal of this dataset is to estimate blood oxygen saturation level 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.<br>
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Please refer to <a href="https://physionet.org/content/bidmc/1.0.0/">https://physionet.org/content/bidmc/1.0.0/</a> for more details<br>
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Relevant papers<br>
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).<br>
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Citation request<br>
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).<br>
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.</p>
https://doi.org/10.5281/zenodo.3902688
oai:zenodo.org:3902688
Zenodo
https://zenodo.org/communities/ts_regression
https://doi.org/10.5281/zenodo.3902687
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
time series
regression
BIDMC Blood Oxygen Saturation Dataset (32 seconds window)
info:eu-repo/semantics/other