BIDMC Blood Oxygen Saturation Dataset (32 seconds window)

This dataset is part of the Monash, UEA & UCR time series regression repository. http://timeseriesregression.org/

The goal of this dataset is to estimate blood oxygen saturation level using PPG and ECG data. This dataset contains 7949 time series obtained from the Physionet's 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. e215–e220.

本数据集隶属于莫纳什大学（Monash）、东安格利亚大学（UEA）与加州大学河滨分校（UCR）时间序列回归数据集仓库，仓库网址为http://timeseriesregression.org/。

本数据集的研究目标为利用光电容积描记图（PPG）与心电图（ECG）数据估算血氧饱和度水平。该数据集包含7949条时间序列，其源自PhysioNet的BIDMC PPG与呼吸数据集，而该数据集又从规模更大的MIMIC II波形数据库中提取得到。

如需获取更多详细信息，请访问https://physionet.org/content/bidmc/1.0.0/。

相关研究论文：
Pimentel, M.A.F. 等. 基于脉搏血氧仪的呼吸频率稳健估算方法[J]. IEEE生物医学工程汇刊, 2016, 64(8): 1914-1923. [DOI: 10.1109/TBME.2016.2613124]

引用要求：
请引用以下两篇文献：
1. Pimentel, M.A.F. 等. 基于脉搏血氧仪的呼吸频率稳健估算方法[J]. IEEE生物医学工程汇刊, 2016, 64(8): 1914-1923. [DOI: 10.1109/TBME.2016.2613124]
2. Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P.C., Mark, R. 等. PhysioBank、PhysioToolkit及PhysioNet：面向复杂生理信号的新型研究资源组件[J]. 《循环》[在线版], 2000, 101(23): e215–e220.