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BIDMC Respiratory Rate Dataset (32 seconds window)

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


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.3902685", 
  "author": [
    {
      "family": "Chang Wei Tan"
    }, 
    {
      "family": "Christoph Bergmeir"
    }, 
    {
      "family": "Francois Petitjean"
    }, 
    {
      "family": "Geoffrey I Webb"
    }
  ], 
  "issued": {
    "date-parts": [
      [
        2020, 
        6, 
        21
      ]
    ]
  }, 
  "abstract": "<p>This dataset is part of the Monash, UEA &amp;&nbsp;UCR time series regression repository.&nbsp;<a href=\"http://timeseriesregression.org/\">http://timeseriesregression.org/</a></p>\n\n<p><br>\nThe goal of this dataset is to estimate respiratory rate using PPG and ECG data.&nbsp;This dataset contains 7949 time series obtained from the Physionet&#39;s BIDMC PPG and Respiration dataset, which was extracted from the much larger MIMIC II waveform database.<br>\n<br>\nPlease 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>\n<br>\nRelevant papers<br>\nPimentel, 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>\n<br>\nCitation request<br>\nPimentel, 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>\nGoldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... &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&ndash;e220.</p>", 
  "title": "BIDMC Respiratory Rate Dataset (32 seconds window)", 
  "type": "dataset", 
  "id": "3902685"
}
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