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BIDMC Blood Oxygen Saturation Dataset (32 seconds window) - MaRDI portal

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BIDMC Blood Oxygen Saturation Dataset (32 seconds window) (Q6690070)

From MaRDI portal





Dataset published at Zenodo repository.
Language Label Description Also known as
English
BIDMC Blood Oxygen Saturation Dataset (32 seconds window)
Dataset published at Zenodo repository.

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    This dataset is part of the Monash, UEA UCR time series regression repository.http://tseregression.org/ The goal of this dataset is to estimate blood oxygen saturation levelusing PPG and ECG data.This dataset contains 7949 time series obtained from the Physionets BIDMC PPG and Respiration dataset, which was extracted from the much larger MIMIC II waveform database. Please refer to https://physionet.org/content/bidmc/1.0.0/ for more details Relevant papers 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). Citation request 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). 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. e215e220.
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    21 June 2020
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