This project investigated the probabilty of an IVF patient having an embryo suitable for D5 transfer or freezing.
The models developed in this project were built and validated using the anonymised register of IVF cycles maintained by the Human Fertilisation and Embryology Authority (HFEA). This data is available freely online to researchers.
If you would like to explore the models predictions we suggest testing the accompanying web application:
https://fertility-predict.herokuapp.com/
An example model development process is presented in the jupyter notebook HFEA_prediction_model.ipynb included in this repository. It can be viewed in-browser or the repo can be cloned locally if you would like to run the model building process.
The models and respective predictions in this repository are not clinically validated. The model and repository is provided for academic transparency and are intended as an educational tool. They are not for use in routine clinical practice and should not be used to assist clinical decisions.
The publication supporting this work is currently out for peer-review.