/fetoPAD

Percentile predictor for fetal doppler parameters, with gestation age (GA) and fetal heart rate (FHR) as inputs

Primary LanguageJupyter Notebook

Introduction

This is the repository for percentile predictors for fetal pulmonary artery doppler parameters, fetoPAD

Each percentile prediction is made based on input gestation age (GA), fetal heart rate (FHR), and the measurement for the parameter of interest.

Currently supported parameters:

  1. AT
  2. AT/ET
  3. EDV
  4. ET***
  5. MtrPI**
  6. PDV
  7. PEDRF
  8. PEDRF/PSV
  9. PI**
  10. PSV***
  11. SNV
  12. SNV/PSV
  13. TSN
  14. TSN/AT**
  15. TSN/ET

***ET and PSV require both GA and FHR as inputs

**MtrPI, PI, and TSN/AT do not change over time and are modeled using normal distributions

The manuscript describing the data and model is being prepared. Please check back later for more details of this work.

Usage guide (no coding required!)

  1. Click here to open the main script in Google Colaboratory
  2. Hit the play button to the left to run each block of the script

Main Script on Google Colab

  1. The user interface will then show up at the bottom

UI Page

Warning will be raised if the input values are too low or too high (beyond the 2 SD range) of observations in our database