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Dataset Open Access

BIDMC Heart 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 heart 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>", 
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    "title": "BIDMC Heart Rate Dataset (32 seconds window)", 
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    "publication_date": "2020-06-21", 
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        "affiliation": "Monash University", 
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        "affiliation": "Monash University", 
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