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Cite the code: DOI

Blood Pressure Morphology Assessment from Photoplethysmogram and Demographic Information Using Deep Learning with Attention Mechanism

1) Pre-processing

1.1 Mount mimig.pg_dump
1.2 Run FILTER_sql_ABP_PPG.ipynb
1.3 Generate:
    * df_filtered_signals_icu_hadm_sex_age
    * parametros.json
    * parametros.mat

2) Processing

* 2.1 Generate processed records running main.m or unzip ABP_PPG.zip

3) Deep_learning


This codes were runned into the Google Colaboratory enviroment.

Please pay attention to:

       "/content/gdrive/My\ Drive/ADJUST TO YOUR PATH"

and adjust it to your corresponding local path.

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  • MATLAB 43.0%
  • Jupyter Notebook 35.3%
  • Python 21.7%