/PPG2ABP

Primary LanguageJupyter NotebookMIT LicenseMIT

PPG2ABP

Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks

This repository contains the original implementation of "PPG2ABP : Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks" in Keras (Tensorflow as backend).

Overview

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Codes

The codes for the PPG2ABP pipeline can be found in the Codes directory.

Demo

A demo can be found in here

License

License

MIT license

Citation Request

If you use PPG2ABP in your project, please cite the following paper

@article{ibtehaz2020ppg2abp,
  title={PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks},
  author={Ibtehaz, Nabil and Rahman, M Sohel},
  journal={arXiv preprint arXiv:2005.01669},
  year={2020}
}