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Dataset corresponding to “Blood Pressure Morphology Assessment from Photoplethysmogram and Demographic Information Using Deep Learning with Attention Mechanism”

A dataset containing arterial blood pressure (ABP) signals and their corresponding finger photoplestimography (PPG). This dataset is a processed version of the MIMIC-III Waveform Database Matched Subset.   File names were inherited from MIMIC-III. Files are saved in ".ma

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CreatorAguirre, Nicolas
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Published2021-03-11
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DOI10.5281/zenodo.4598938
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Downloads1,530
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Licensecc-by-4.0
File Size463.5 MB
Data TypeDataset
Published2021
Licensecc-by-4.0
Total Views2,701
Total Downloads1,530

A dataset containing arterial blood pressure (ABP) signals and their corresponding finger photoplestimography (PPG). This dataset is a processed version of the MIMIC-III Waveform Database Matched Subset.

 

File names were inherited from MIMIC-III. Files are saved in ".mat" and each file contains 2 structures with raw signals and different computed characteristics.  Each structure corresponds to 15-second segments sampled at 125Hz.

 

For more details, please refer to MIMIC-III Waveform Database Matched Subset and the processing source code.

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Dataset corresponding to “Blood Pressure Morphology Assessment from… (Full Dataset)463.5 MB
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Files are hosted on the source repository. Click download to access the full dataset.

Aguirre, Nicolas (2021). Dataset corresponding to “Blood Pressure Morphology Assessment from Photoplethysmogram and Demographic Information Using Deep Learning with Attention Mechanism”. https://doi.org/10.5281/zenodo.4598938