Predictive-models-of-pregnancy

This repository contains codes and models described in our paper, Predictive models of pregnancy based on data from a preconception cohort study.

To use models I or II, follow the instructions through "model_I_II.py".
To use model III, follow the instructions through "model_III.py".

Besides, we provide an example for using our models. In this example, you are asked to enter a subject's data, and our models predict the probability of conception of that subject.
To use this example, download the folder "PRESTO_example" and run the jupyter notebook file "run_example.ipynb".

Citation

If you use the code, please cite this paper:

@article{yland2022predictive,
  title={Predictive models of pregnancy based on data from a preconception cohort study},
  author={Yland, Jennifer J and Wang, Taiyao and Zad, Zahra and Willis, Sydney K and Wang, Tanran R and Wesselink, Amelia K and Jiang, Tammy and Hatch, Elizabeth E and Wise, Lauren A and Paschalidis, Ioannis Ch},
  journal={Human Reproduction},
  volume={37},
  number={3},
  pages={565--576},
  year={2022},
  publisher={Oxford University Press}
}

Contact Information.

Email: Zahra Zad [email protected]