research data . Dataset . 2020

BIDMC Heart Rate Dataset (32 seconds window)

Tan, Chang Wei; Bergmeir, Christoph; Petitjean, Francois; Webb, Geoffrey I;
Open Access
  • Published: 21 Jun 2020
  • Publisher: Zenodo
Abstract
This dataset is part of the Monash, UEA & UCR time series regression repository. http://timeseriesregression.org/ The goal of this dataset is to estimate heart rate 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:/...
Subjects
free text keywords: time series, regression
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