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Dataset Open Access

BIDMC Blood Oxygen Saturation Dataset (32 seconds window)

Chang Wei Tan; Christoph Bergmeir; Francois Petitjean; Geoffrey I Webb


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    <subfield code="a">Chang Wei Tan</subfield>
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    <subfield code="a">&lt;p&gt;This dataset is part of the Monash, UEA &amp;amp;&amp;nbsp;UCR time series regression repository.&amp;nbsp;&lt;a href="http://timeseriesregression.org/"&gt;http://timeseriesregression.org/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
The goal of this dataset is to estimate blood oxygen saturation level&amp;nbsp;using PPG and ECG data.&amp;nbsp;This dataset contains 7949 time series obtained from the Physionet&amp;#39;s BIDMC PPG and Respiration dataset, which was extracted from the much larger MIMIC II waveform database.&lt;br&gt;
&lt;br&gt;
Please refer to &lt;a href="https://physionet.org/content/bidmc/1.0.0/"&gt;https://physionet.org/content/bidmc/1.0.0/&lt;/a&gt; for more details&lt;br&gt;
&lt;br&gt;
Relevant papers&lt;br&gt;
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).&lt;br&gt;
&lt;br&gt;
Citation request&lt;br&gt;
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).&lt;br&gt;
Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... &amp;amp; Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215&amp;ndash;e220.&lt;/p&gt;</subfield>
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