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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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{
  "description": "<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>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-8377-3241", 
      "@type": "Person", 
      "name": "Chang Wei Tan"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0002-3665-9021", 
      "@type": "Person", 
      "name": "Christoph Bergmeir"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-5334-3574", 
      "@type": "Person", 
      "name": "Francois Petitjean"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-9963-5169", 
      "@type": "Person", 
      "name": "Geoffrey I Webb"
    }
  ], 
  "url": "https://zenodo.org/record/3902685", 
  "datePublished": "2020-06-21", 
  "keywords": [
    "time series", 
    "regression"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/ca94d934-b8c6-4389-8f06-5078e868f68b/BIDMC32RR_TEST.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/ca94d934-b8c6-4389-8f06-5078e868f68b/BIDMC32RR_TRAIN.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
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  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3902685", 
  "@id": "https://doi.org/10.5281/zenodo.3902685", 
  "@type": "Dataset", 
  "name": "BIDMC Respiratory Rate Dataset (32 seconds window)"
}
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